camel
๐ซ CAMEL: ์ต์ด์ด์ ์ต๊ณ ์ ๋ฉํฐ ์์ด์ ํธ ํ๋ ์์ํฌ. ์์ด์ ํธ์ ์ค์ผ์ผ๋ง ๋ฒ์น(Scaling Law)์ ํ๊ตฌํฉ๋๋ค. https://www.camel-ai.org
ํ์ผ ํ์๊ธฐ
์ต์ข ๋ฒ์ ๋ค์ด๋ก๋ (.zip)- auto_sync_docs_with_chatagent.py
- SKILL.md
- output-patterns.md
- workflows.md
- init_skill.py
- package_skill.py
- quick_validate.py
- SKILL.md
- Dockerfile
- .env.example
- docker-compose.yaml
- Dockerfile
- README.md
- action.yml
- bug_report.yml
- discussions.yml
- feature_request.yml
- questions.yml
- build_package.yml
- codeql.yml
- dependency-review.yml
- docs_release_auto_sync_pr.yml
- documentation.yml
- pr-label-automation.yml
- pre_commit.yml
- profiling.yml
- publish_release.yml
- pytest_apps.yml
- pytest_package.yml
- scorecard.yml
- test_minimal_dependency.yml
- PULL_REQUEST_TEMPLATE.md
- test_agents.py
- test_text_utils.py
- agents.py
- README.md
- text_utils.py
- test_archive_1.zip
- test_auto_zip.py
- auto_zip.py
- test_data_explorer.py
- test_loader.py
- .gitignore
- data_explorer.py
- downloader.py
- loader.py
- README.md
- database_connection.py
- dilemma.py
- requirements.txt
- __init__.py
- _types.py
- _utils.py
- base.py
- chat_agent.py
- critic_agent.py
- knowledge_graph_agent.py
- mcp_agent.py
- multi_hop_generator_agent.py
- programmed_agent_instruction.py
- repo_agent.py
- role_assignment_agent.py
- search_agent.py
- task_agent.py
- app.py
- mock_web.py
- README.md
- requirements.txt
- task.json
- __init__.py
- apibank.py
- apibench.py
- base.py
- browsecomp.py
- gaia.py
- nexus.py
- ragbench.py
- __init__.py
- discord_app.py
- discord_installation.py
- discord_store.py
- __init__.py
- models.py
- slack_app.py
- __init__.py
- telegram_bot.py
- __init__.py
- base.py
- semantic_cache.py
- __init__.py
- aihubmix_config.py
- aiml_config.py
- amd_config.py
- anthropic_config.py
- atlascloud_config.py
- avian_config.py
- base_config.py
- bedrock_config.py
- cerebras_config.py
- cohere_config.py
- cometapi_config.py
- crynux_config.py
- deepseek_config.py
- function_gemma_config.py
- gemini_config.py
- groq_config.py
- internlm_config.py
- litellm_config.py
- lmstudio_config.py
- minimax_config.py
- mistral_config.py
- modelscope_config.py
- moonshot_config.py
- nebius_config.py
- netmind_config.py
- novita_config.py
- nvidia_config.py
- ollama_config.py
- openai_config.py
- openrouter_config.py
- orcarouter_config.py
- ppio_config.py
- qianfan_config.py
- qwen_config.py
- reka_config.py
- samba_config.py
- sglang_config.py
- siliconflow_config.py
- togetherai_config.py
- vllm_config.py
- volcano_config.py
- watsonx_config.py
- xai_config.py
- yi_config.py
- zhipuai_config.py
- __init__.py
- alpaca_collector.py
- base.py
- sharegpt_collector.py
- __init__.py
- evol_instruct.py
- scorer.py
- templates.py
- __init__.py
- filter_function.py
- filter_registry.py
- instruction_filter.py
- __init__.py
- self_instruct.py
- templates.py
- __init__.py
- data_processor.py
- models.py
- user_data_processor_config.py
- __init__.py
- cot_datagen.py
- self_improving_cot.py
- __init__.py
- base.py
- huggingface.py
- models.py
- __init__.py
- base_generator.py
- few_shot_generator.py
- models.py
- self_instruct_generator.py
- static_dataset.py
- __init__.py
- azure_embedding.py
- base.py
- gemini_embedding.py
- jina_embedding.py
- mistral_embedding.py
- openai_compatible_embedding.py
- openai_embedding.py
- sentence_transformers_embeddings.py
- together_embedding.py
- vlm_embedding.py
- __init__.py
- models.py
- multi_step.py
- rlcards_env.py
- single_step.py
- tic_tac_toe.py
- __init__.py
- base.py
- python_strategies.py
- Dockerfile
- __init__.py
- base.py
- docker_interpreter.py
- e2b_interpreter.py
- internal_python_interpreter.py
- interpreter_error.py
- ipython_interpreter.py
- microsandbox_interpreter.py
- subprocess_interpreter.py
- __init__.py
- apify_reader.py
- base_io.py
- base_loader.py
- chunkr_reader.py
- crawl4ai_reader.py
- firecrawl_reader.py
- jina_url_reader.py
- markitdown.py
- mineru_extractor.py
- mistral_reader.py
- scrapegraph_reader.py
- unstructured_io.py
- __init__.py
- chat_history_block.py
- vectordb_block.py
- __init__.py
- score_based.py
- __init__.py
- agent_memories.py
- base.py
- records.py
- __init__.py
- hermes_function_formatter.py
- __init__.py
- function_call_formatter.py
- __init__.py
- alpaca.py
- conversation_models.py
- __init__.py
- base.py
- func_message.py
- __init__.py
- base_reward_model.py
- evaluator.py
- nemotron_model.py
- skywork_model.py
- __init__.py
- _interleaved_thinking_mixin.py
- _utils.py
- aihubmix_model.py
- aiml_model.py
- amd_model.py
- anthropic_model.py
- atlascloud_model.py
- avian_model.py
- aws_bedrock_converse_model.py
- aws_bedrock_model.py
- azure_openai_model.py
- base_audio_model.py
- base_model.py
- cerebras_model.py
- cohere_model.py
- cometapi_model.py
- crynux_model.py
- deepseek_model.py
- fish_audio_model.py
- function_gemma_model.py
- gemini_model.py
- groq_model.py
- internlm_model.py
- litellm_model.py
- lmstudio_model.py
- minimax_model.py
- mistral_model.py
- model_factory.py
- model_manager.py
- modelscope_model.py
- moonshot_model.py
- nebius_model.py
- nemotron_model.py
- netmind_model.py
- novita_model.py
- nvidia_model.py
- ollama_model.py
- openai_audio_models.py
- openai_compatible_model.py
- openai_model.py
- openai_responses_adapter.py
- openrouter_model.py
- orcarouter_model.py
- ppio_model.py
- qianfan_model.py
- qwen_model.py
- reka_model.py
- samba_model.py
- sglang_model.py
- siliconflow_model.py
- stub_model.py
- togetherai_model.py
- vllm_model.py
- volcano_model.py
- watsonx_model.py
- xai_model.py
- yi_model.py
- zhipuai_model.py
- __init__.py
- mcp_tool_call_parser.py
- __init__.py
- persona.py
- persona_hub.py
- __init__.py
- ai_society.py
- base.py
- code.py
- evaluation.py
- generate_text_embedding_data.py
- image_craft.py
- misalignment.py
- multi_condition_image_craft.py
- object_recognition.py
- persona_hub.py
- prompt_templates.py
- role_description_prompt_template.py
- solution_extraction.py
- task_prompt_template.py
- translation.py
- video_description_prompt.py
- __init__.py
- agent_responses.py
- __init__.py
- auto_retriever.py
- base.py
- base_rerank.py
- bm25_retriever.py
- cohere_rerank_retriever.py
- hybrid_retrival.py
- jina_rerank_retriever.py
- vector_retriever.py
- __init__.py
- function_risk_toolkit.py
- ignore_risk_toolkit.py
- __init__.py
- api.py
- base.py
- configs.py
- daytona_runtime.py
- docker_runtime.py
- Dockerfile.multi-toolkit
- llm_guard_runtime.py
- remote_http_runtime.py
- ubuntu_docker_runtime.py
- __init__.py
- base.py
- openai_converter.py
- outlines_converter.py
- agent_openapi_server.py
- __init__.py
- base.py
- events.py
- prompts.py
- role_playing_worker.py
- single_agent_worker.py
- structured_output_handler.py
- task_channel.py
- utils.py
- worker.py
- workflow_memory_manager.py
- workforce.py
- workforce_callback.py
- workforce_logger.py
- workforce_metrics.py
- __init__.py
- role_playing.py
- __init__.py
- base.py
- graph_element.py
- nebula_graph.py
- neo4j_graph.py
- __init__.py
- base.py
- in_memory.py
- json.py
- mem0_cloud.py
- redis.py
- __init__.py
- amazon_s3.py
- azure_blob.py
- base.py
- google_cloud.py
- __init__.py
- base.py
- chroma.py
- faiss.py
- milvus.py
- oceanbase.py
- pgvector.py
- qdrant.py
- surreal.py
- tidb.py
- weaviate.py
- __init__.py
- __init__.py
- task.py
- task_prompt.py
- __init__.py
- base.py
- response_terminator.py
- token_limit_terminator.py
- browser-scripts.js
- browser-session.ts
- config-loader.ts
- hybrid-browser-toolkit.ts
- index.ts
- parent-child-filter.ts
- snapshot-parser.ts
- som-screenshot-injected.ts
- types.ts
- package-lock.json
- package.json
- tsconfig.json
- websocket-server.js
- __init__.py
- config_loader.py
- hybrid_browser_toolkit.py
- hybrid_browser_toolkit_ts.py
- installer.py
- ws_wrapper.py
- __init__.py
- actions.py
- agent.py
- browser_session.py
- config_loader.py
- hybrid_browser_toolkit.py
- snapshot.py
- stealth_script.js
- unified_analyzer.js
- __init__.py
- ai-plugin.json
- openapi.yaml
- __init__.py
- openapi.yaml
- __init__.py
- openapi.yaml
- __init__.py
- openapi.yaml
- __init__.py
- openapi.yaml
- __init__.py
- get_classes.py
- search_teachers.py
- __init__.py
- ai-plugin.json
- openapi.yaml
- __init__.py
- openapi.yaml
- __init__.py
- scraper.py
- __init__.py
- ai-plugin.json
- openapi.yaml
- security_config.py
- __init__.py
- go_runtime.py
- java_runtime.py
- runtime_utils.py
- terminal_toolkit.py
- utils.py
- __init__.py
- aci_toolkit.py
- agent_toolkit.py
- arxiv_toolkit.py
- ask_news_toolkit.py
- async_browser_toolkit.py
- audio_analysis_toolkit.py
- base.py
- bohrium_toolkit.py
- browser_toolkit.py
- browser_toolkit_commons.py
- code_execution.py
- context_summarizer_toolkit.py
- craw4ai_toolkit.py
- dappier_toolkit.py
- data_commons_toolkit.py
- dingtalk.py
- earth_science_toolkit.py
- edgeone_pages_mcp_toolkit.py
- excel_toolkit.py
- file_toolkit.py
- function_tool.py
- github_toolkit.py
- gmail_toolkit.py
- google_calendar_toolkit.py
- google_drive_mcp_toolkit.py
- google_maps_toolkit.py
- google_scholar_toolkit.py
- headless_browser_search_toolkit.py
- human_toolkit.py
- image_analysis_toolkit.py
- image_generation_toolkit.py
- imap_mail_toolkit.py
- jina_reranker_toolkit.py
- klavis_toolkit.py
- lark_toolkit.py
- linkedin_toolkit.py
- markitdown_toolkit.py
- math_toolkit.py
- mcp_toolkit.py
- memory_toolkit.py
- meshy_toolkit.py
- message_agent_toolkit.py
- message_integration.py
- microsoft_outlook_mail_toolkit.py
- mineru_toolkit.py
- minimax_mcp_toolkit.py
- networkx_toolkit.py
- note_taking_toolkit.py
- notion_mcp_toolkit.py
- notion_toolkit.py
- open_api_toolkit.py
- openbb_toolkit.py
- origene_mcp_toolkit.py
- page_script.js
- planning_worktree_toolkit.py
- playwright_mcp_toolkit.py
- pptx_toolkit.py
- pubmed_toolkit.py
- pulse_mcp_search_toolkit.py
- pyautogui_toolkit.py
- reddit_toolkit.py
- resend_toolkit.py
- retrieval_toolkit.py
- screenshot_toolkit.py
- search_toolkit.py
- searxng_toolkit.py
- semantic_scholar_toolkit.py
- skill_toolkit.py
- slack_toolkit.py
- sql_toolkit.py
- stripe_toolkit.py
- sympy_toolkit.py
- task_planning_toolkit.py
- thinking_toolkit.py
- todo_toolkit.py
- twelvelabs_toolkit.py
- twitter_toolkit.py
- vertex_ai_veo_toolkit.py
- video_analysis_toolkit.py
- video_download_toolkit.py
- weather_toolkit.py
- web_deploy_toolkit.py
- web_fetch_toolkit.py
- wechat_official_toolkit.py
- whatsapp_toolkit.py
- wolfram_alpha_toolkit.py
- zapier_toolkit.py
- __init__.py
- tool_calling_record.py
- __init__.py
- enums.py
- mcp_registries.py
- openai_types.py
- unified_model_type.py
- __init__.py
- base.py
- code_chunker.py
- uio_chunker.py
- __init__.py
- agent_context.py
- async_func.py
- commons.py
- constants.py
- context_utils.py
- deduplication.py
- filename.py
- langfuse.py
- mcp.py
- mcp_client.py
- message_summarizer.py
- response_format.py
- stream_utils.py
- token_counting.py
- tool_result.py
- __init__.py
- base.py
- math_verifier.py
- models.py
- physics_verifier.py
- python_verifier.py
- __init__.py
- generators.py
- human.py
- logger.py
- py.typed
- assistant_roles.txt
- user_roles.txt
- domains.txt
- languages.txt
- custom.css
- agent_generate_structured_output.ipynb
- agents_tracking.ipynb
- agents_with_dkg.ipynb
- agents_with_graph_rag.ipynb
- agents_with_human_in_loop_and_tool_approval.ipynb
- agents_with_MCP.ipynb
- agents_with_memory.ipynb
- agents_with_oceanbase_advanced_usage.ipynb
- agents_with_oceanbase_advanced_usage.md
- agents_with_rag.ipynb
- agents_with_tools.ipynb
- agents_with_tools_from_ACI.ipynb
- agents_with_tools_from_Composio.ipynb
- critic_agents_and_tree_search.ipynb
- index.rst
- customer_service_Discord_bot_using_Cohere_model_with_agentic_RAG.ipynb
- customer_service_Discord_bot_using_local_model_with_agentic_RAG.ipynb
- customer_service_Discord_bot_using_SambaNova_with_agentic_RAG.ipynb
- customer_service_Discord_bot_with_agentic_RAG.ipynb
- dynamic_travel_planner.ipynb
- finance_discord_bot.ipynb
- index.rst
- pptx_toolkit.ipynb
- roleplaying_scraper.ipynb
- agents_message.ipynb
- agents_prompting.ipynb
- create_your_first_agent.ipynb
- create_your_first_agents_society.ipynb
- index.rst
- cot_data_gen_sft_qwen_unsolth_upload_huggingface.ipynb
- data_gen_with_real_function_calls_and_hermes_format.ipynb
- data_model_generation_and_structured_output_with_qwen.ipynb
- distill_math_reasoning_data_from_deepseek_r1.ipynb
- index.rst
- self_improving_cot_generation.md
- self_improving_math_reasoning_data_distillation_from_deepSeek_r1.ipynb
- self_instruct_data_generation.ipynb
- sft_data_generation_and_unsloth_finetuning_mistral_7b_instruct.ipynb
- sft_data_generation_and_unsloth_finetuning_Qwen2_5_7B.ipynb
- sft_data_generation_and_unsloth_finetuning_tinyllama.ipynb
- synthetic_dataevaluation&filter_with_reward_model.ipynb
- agent_with_chunkr_for_pdf_parsing.ipynb
- index.rst
- ingest_data_from_websites_with_Firecrawl.ipynb
- summarisation_agent_with_mistral_ocr.ipynb
- summarisation_agent_with_mistral_ocr.md
- video_analysis.ipynb
- batched_single_step_env.ipynb
- index.rst
- multi_step_rl.ipynb
- single_step_env.ipynb
- agent_to_mcp_with_faiss.ipynb
- agents_with_sql_mcp.ipynb
- camel_aci_mcp_cookbook.ipynb
- index.rst
- agents_society.ipynb
- agents_society.md
- azure_openai_claude_society.ipynb
- azure_openai_claude_society.md
- index.rst
- task_generation.ipynb
- workforce_judge_committee.ipynb
- workforce_judge_committee.md
- installation.md
- introduction.md
- setup.md
- agent_trust.png
- banner.png
- built_with_CAMEL.png
- built_with_CAMEL.svg
- cot.png
- crab.png
- emos.png
- loong.png
- oasis.png
- oasis_case.png
- owl.png
- partners.png
- rag_pipeline.png
- role_playing.png
- self_improving.png
- self_instruct.png
- source2synth.png
- star.gif
- stars.gif
- techstack.png
- workforce.png
- workforce2.png
- agents.md
- Benchmark.md
- browsertoolkit.md
- datagen.md
- embeddings.md
- interpreters.md
- loaders.md
- memory.md
- messages.md
- models.md
- prompts.md
- retrievers.md
- runtimes.md
- societies.md
- society.md
- storages.md
- tasks.md
- terminaltoolkit.md
- tools.md
- workforce.md
- camel_agents_as_an_mcp_clients.md
- camel_toolkits_as_an_mcp_server.md
- connecting_existing_mcp_tools.md
- export_camel_agent_as_mcp_server.md
- mcp_hub.md
- overview.md
- agents_tracking_1.png
- agents_tracking_2.png
- agents_with_dkg_1.gif
- agents_with_dkg_2.png
- agents_with_dkg_3.png
- agents_with_graph_rag_1.png
- agents_with_graph_rag_2.png
- agents_with_human_in_loop_and_tool_approval_1.png
- agents_with_human_in_loop_and_tool_approval_2.png
- agents_with_MCP_1.webp
- agents_with_MCP_2.png
- agents_with_MCP_3.png
- agents_with_MCP_4.png
- agent_generate_structured_output.mdx
- agents_tracking.mdx
- agents_with_dkg.mdx
- agents_with_graph_rag.mdx
- agents_with_human_in_loop_and_tool_approval.mdx
- agents_with_MCP.mdx
- agents_with_memory.mdx
- agents_with_oceanbase_advanced_usage.mdx
- agents_with_rag.mdx
- agents_with_tools.mdx
- agents_with_tools_from_ACI.mdx
- agents_with_tools_from_Composio.mdx
- critic_agents_and_tree_search.mdx
- customer_service_Discord_bot_using_Cohere_model_with_agentic_RAG_1.png
- customer_service_Discord_bot_using_Cohere_model_with_agentic_RAG_2.png
- customer_service_Discord_bot_using_local_model_with_agentic_RAG_1.png
- customer_service_Discord_bot_using_local_model_with_agentic_RAG_2.png
- customer_service_Discord_bot_using_local_model_with_agentic_RAG_3.png
- customer_service_Discord_bot_using_SambaNova_with_agentic_RAG_1.png
- customer_service_Discord_bot_using_SambaNova_with_agentic_RAG_2.png
- customer_service_Discord_bot_using_SambaNova_with_agentic_RAG_3.png
- customer_service_Discord_bot_using_SambaNova_with_agentic_RAG_4.png
- customer_service_Discord_bot_using_SambaNova_with_agentic_RAG_5.png
- customer_service_Discord_bot_with_agentic_RAG_1.png
- customer_service_Discord_bot_with_agentic_RAG_2.png
- customer_service_Discord_bot_with_agentic_RAG_3.png
- dynamic_travel_planner_1.png
- dynamic_travel_planner_2.png
- finance_discord_bot_1.png
- finance_discord_bot_2.png
- finance_discord_bot_3.png
- roleplaying_scraper_1.jpeg
- roleplaying_scraper_2.png
- roleplaying_scraper_3.png
- customer_service_Discord_bot_using_Cohere_model_with_agentic_RAG.mdx
- customer_service_Discord_bot_using_local_model_with_agentic_RAG.mdx
- customer_service_Discord_bot_using_SambaNova_with_agentic_RAG.mdx
- customer_service_Discord_bot_with_agentic_RAG.mdx
- dynamic_travel_planner.mdx
- finance_discord_bot.mdx
- pptx_toolkit.mdx
- roleplaying_scraper.mdx
- create_your_first_agent_1.png
- agents_message.mdx
- agents_prompting.mdx
- create_your_first_agent.mdx
- create_your_first_agents_society.mdx
- model_speed_comparison.mdx
- cot_data_gen_sft_qwen_unsolth_upload_huggingface_1.png
- cot_data_gen_sft_qwen_unsolth_upload_huggingface_2.png
- cot_data_gen_sft_qwen_unsolth_upload_huggingface_3.png
- cot_data_gen_sft_qwen_unsolth_upload_huggingface_4.png
- data_model_generation_and_structured_output_with_qwen_1.png
- distill_math_reasoning_data_from_deepseek_r1_1.png
- distill_math_reasoning_data_from_deepseek_r1_2.png
- distill_math_reasoning_data_from_deepseek_r1_3.png
- distill_math_reasoning_data_from_deepseek_r1_4.png
- self_improving_math_reasoning_data_distillation_from_deepSeek_r1_1.png
- self_improving_math_reasoning_data_distillation_from_deepSeek_r1_2.png
- self_improving_math_reasoning_data_distillation_from_deepSeek_r1_3.png
- self_improving_math_reasoning_data_distillation_from_deepSeek_r1_4.png
- self_instruct_data_generation_1.png
- sft_data_generation_and_unsloth_finetuning_mistral_7b_instruct_1.png
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- ingest_data_from_websites_with_Firecrawl.mdx
- summarisation_agent_with_mistral_ocr.mdx
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- batched_single_step_env.mdx
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- single_step_env.mdx
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- README.mdx
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- agent_trust.png
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- built_with_CAMEL.svg
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- cot.png
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- critic_agent.png
- Discordbot1.png
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- dkg1.gif
- dkg2.png
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- emos.png
- finance1.png
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- finetuning_Meta_models_with_Unsloth.png
- finetuning_Qwen_models_with_Unsloth.png
- graph_rag1.png
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- humaninloop.png
- local1.png
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- sambanova1.png
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- agents.mdx
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- camel.toolkits.screenshot_toolkit.mdx
- camel.toolkits.search_toolkit.mdx
- camel.toolkits.searxng_toolkit.mdx
- camel.toolkits.semantic_scholar_toolkit.mdx
- camel.toolkits.skill_toolkit.mdx
- camel.toolkits.slack_toolkit.mdx
- camel.toolkits.sql_toolkit.mdx
- camel.toolkits.stripe_toolkit.mdx
- camel.toolkits.sympy_toolkit.mdx
- camel.toolkits.task_planning_toolkit.mdx
- camel.toolkits.terminal_toolkit.go_runtime.mdx
- camel.toolkits.terminal_toolkit.java_runtime.mdx
- camel.toolkits.terminal_toolkit.mdx
- camel.toolkits.terminal_toolkit.runtime_utils.mdx
- camel.toolkits.terminal_toolkit.terminal_toolkit.mdx
- camel.toolkits.terminal_toolkit.utils.mdx
- camel.toolkits.thinking_toolkit.mdx
- camel.toolkits.todo_toolkit.mdx
- camel.toolkits.twelvelabs_toolkit.mdx
- camel.toolkits.twitter_toolkit.mdx
- camel.toolkits.vertex_ai_veo_toolkit.mdx
- camel.toolkits.video_analysis_toolkit.mdx
- camel.toolkits.video_download_toolkit.mdx
- camel.toolkits.weather_toolkit.mdx
- camel.toolkits.web_deploy_toolkit.mdx
- camel.toolkits.web_fetch_toolkit.mdx
- camel.toolkits.wechat_official_toolkit.mdx
- camel.toolkits.whatsapp_toolkit.mdx
- camel.toolkits.wolfram_alpha_toolkit.mdx
- camel.toolkits.xquik_toolkit.mdx
- camel.toolkits.zapier_toolkit.mdx
- camel.types.agents.tool_calling_record.mdx
- camel.types.enums.mdx
- camel.types.mcp_registries.mdx
- camel.types.unified_model_type.mdx
- camel.utils.agent_context.mdx
- camel.utils.async_func.mdx
- camel.utils.chunker.base.mdx
- camel.utils.chunker.code_chunker.mdx
- camel.utils.chunker.uio_chunker.mdx
- camel.utils.commons.mdx
- camel.utils.context_utils.mdx
- camel.utils.deduplication.mdx
- camel.utils.filename.mdx
- camel.utils.langfuse.mdx
- camel.utils.mcp.mdx
- camel.utils.mcp_client.mdx
- camel.utils.message_summarizer.mdx
- camel.utils.response_format.mdx
- camel.utils.stream_utils.mdx
- camel.utils.token_counting.mdx
- camel.utils.tool_result.mdx
- camel.verifiers.base.mdx
- camel.verifiers.math_verifier.mdx
- camel.verifiers.models.mdx
- camel.verifiers.physics_verifier.mdx
- camel.verifiers.python_verifier.mdx
- index.mdx
- doc_code_map.py
- README.md
- build_api_docs.py
- convert_notebook2mdx.py
- docs.json
- camel.agents.chat_agent.md
- camel.configs.anthropic_config.md
- camel.configs.vllm_config.md
- camel.configs.zhipuai_config.md
- camel.environments.rlcards_env.md
- camel.interpreters.internal_python_interpreter.md
- camel.interpreters.subprocess_interpreter.md
- camel.loaders.base_loader.md
- camel.loaders.firecrawl_reader.md
- camel.loaders.jina_url_reader.md
- camel.loaders.scrapegraph_reader.md
- camel.logger.md
- camel.memories.context_creators.score_based.md
- camel.messages.base.md
- camel.messages.func_message.md
- camel.models.anthropic_model.md
- camel.models.aws_bedrock_model.md
- camel.models.azure_openai_model.md
- camel.models.base_model.md
- camel.models.deepseek_model.md
- camel.models.model_manager.md
- camel.models.ollama_model.md
- camel.models.openai_compatible_model.md
- camel.models.openai_model.md
- camel.models.vllm_model.md
- camel.retrievers.bm25_retriever.md
- camel.retrievers.cohere_rerank_retriever.md
- camel.runtimes.configs.md
- camel.runtimes.daytona_runtime.md
- camel.runtimes.docker_runtime.md
- camel.runtimes.remote_http_runtime.md
- camel.services.agent_openapi_server.md
- camel.societies.role_playing.md
- camel.societies.workforce.role_playing_worker.md
- camel.societies.workforce.single_agent_worker.md
- camel.societies.workforce.structured_output_handler.md
- camel.societies.workforce.task_channel.md
- camel.societies.workforce.utils.md
- camel.societies.workforce.worker.md
- camel.societies.workforce.workforce.md
- camel.societies.workforce.workforce_logger.md
- camel.storages.key_value_storages.mem0_cloud.md
- camel.storages.object_storages.amazon_s3.md
- camel.storages.object_storages.azure_blob.md
- camel.storages.object_storages.google_cloud.md
- camel.storages.vectordb_storages.chroma.md
- camel.storages.vectordb_storages.pgvector.md
- camel.tasks.task.md
- camel.toolkits.aci_toolkit.md
- camel.toolkits.arxiv_toolkit.md
- camel.toolkits.code_execution.md
- camel.toolkits.craw4ai_toolkit.md
- camel.toolkits.dappier_toolkit.md
- camel.toolkits.edgeone_pages_mcp_toolkit.md
- camel.toolkits.excel_toolkit.md
- camel.toolkits.file_toolkit.md
- camel.toolkits.github_toolkit.md
- camel.toolkits.gmail_toolkit.md
- camel.toolkits.google_drive_mcp_toolkit.md
- camel.toolkits.human_toolkit.md
- camel.toolkits.hybrid_browser_toolkit.actions.md
- camel.toolkits.hybrid_browser_toolkit.agent.md
- camel.toolkits.hybrid_browser_toolkit.browser_session.md
- camel.toolkits.hybrid_browser_toolkit.config_loader.md
- camel.toolkits.hybrid_browser_toolkit.hybrid_browser_toolkit.md
- camel.toolkits.hybrid_browser_toolkit.snapshot.md
- camel.toolkits.hybrid_browser_toolkit.stealth_config.md
- camel.toolkits.imap_toolkit.md
- camel.toolkits.jina_reranker_toolkit.md
- camel.toolkits.markitdown_toolkit.md
- camel.toolkits.message_agent_toolkit.md
- camel.toolkits.non_visual_browser_toolkit.nv_browser_session.md
- camel.toolkits.note_taking_toolkit.md
- camel.toolkits.openai_image_toolkit.md
- camel.toolkits.pptx_toolkit.md
- camel.toolkits.search_toolkit.md
- camel.toolkits.slack_toolkit.md
- camel.toolkits.sympy_toolkit.md
- camel.toolkits.task_planning_toolkit.md
- camel.toolkits.terminal_toolkit.md
- camel.toolkits.thinking_toolkit.md
- camel.toolkits.video_analysis_toolkit.md
- camel.toolkits.video_download_toolkit.md
- camel.toolkits.wechat_official_toolkit.md
- camel.types.agents.tool_calling_record.md
- camel.utils.message_summarizer.md
- camel.utils.tool_result.md
- camel.agents.rst
- camel.benchmarks.rst
- camel.bots.discord.rst
- camel.bots.rst
- camel.bots.slack.rst
- camel.configs.rst
- camel.data_collector.rst
- camel.datagen.rst
- camel.datagen.self_instruct.filter.rst
- camel.datagen.self_instruct.rst
- camel.datagen.source2synth.rst
- camel.datahubs.rst
- camel.datasets.rst
- camel.embeddings.rst
- camel.environments.rst
- camel.extractors.rst
- camel.interpreters.rst
- camel.loaders.rst
- camel.memories.blocks.rst
- camel.memories.context_creators.rst
- camel.memories.rst
- camel.messages.conversion.rst
- camel.messages.conversion.sharegpt.hermes.rst
- camel.messages.conversion.sharegpt.rst
- camel.messages.rst
- camel.models.reward.rst
- camel.models.rst
- camel.personas.rst
- camel.prompts.rst
- camel.responses.rst
- camel.retrievers.rst
- camel.rst
- camel.runtime.rst
- camel.runtime.utils.rst
- camel.schemas.rst
- camel.societies.rst
- camel.societies.workforce.rst
- camel.storages.graph_storages.rst
- camel.storages.key_value_storages.rst
- camel.storages.object_storages.rst
- camel.storages.rst
- camel.storages.vectordb_storages.rst
- camel.tasks.rst
- camel.terminators.rst
- camel.toolkits.rst
- camel.types.agents.rst
- camel.types.rst
- camel.utils.rst
- camel.verifiers.rst
- conf.py
- index.rst
- make.bat
- Makefile
- modules.rst
- README.md
- calculator_server.py
- mcp_agent_using_registry.py
- mcp_agent_without_function_calling.py
- mcp_servers_config.json
- agent_step_with_reasoning.py
- agent_summarize.py
- agent_to_mcp.py
- agents_share_modelmanager.py
- chatagent_request_usage_callback.py
- chatagent_stream.py
- create_chat_agent.py
- repo_agent.py
- single_agent.py
- generate_meta_data.py
- role_playing.py
- role_playing_multi_lingual.py
- role_playing_multiprocess.py
- role_playing_with_critic.py
- role_playing_with_human.py
- task_generation.py
- apibank.py
- apibench.py
- browsecomp_chat_agent.py
- browsecomp_roleplaying.py
- browsecomp_workforce.py
- gaia.py
- gaia_results.jsonl
- nexus.py
- ragbench.py
- discord_bot.py
- discord_bot_installation_management.py
- discord_bot_use_msg_queue.py
- slack_bot.py
- slack_bot_use_msg_queue.py
- semantic_cache_example.py
- generate_meta_data.py
- role_playing.py
- role_playing_multiprocess.py
- task_generation.py
- alpaca_collector.py
- sharegpt_collector.py
- evol_instruct.py
- input.json
- results_iter.json
- results_iter_harder.json
- download_math_datasets.py
- gsm8k_dataset.json
- self_improving_cot_example.py
- self_improving_cot_example_with_r1.py
- data_output.json
- seed_tasks.jsonl
- self_instruct.py
- source2synth.py
- huggingface.py
- few_shot_generator.py
- self_instruct_generator.py
- static_data_saving.py
- .traceroot-config.yaml
- eigent.py
- README_traceroot.md
- traceroot_example.py
- gemini_embedding_example.py
- jina_embedding_example.py
- openai_compatible_embedding_example.py
- together_embedding_example.py
- vlm_embedding_example.py
- rlcards_example.py
- tic_tac_toe.py
- single_agent.py
- use_external_tools.py
- python_strategies_example.py
- single_agent.py
- task_generation.py
- internal_python_interpreter.py
- ipython_interpreter_example.py
- microsandbox_interpreter_example.py
- knowledge_graph_agent_example.py
- neo4j_example.py
- apify_example.py
- chunkr_example.py
- crawl4ai_example.py
- firecrawl_example.py
- jina_url_reader_example.py
- markitdown_example.py
- mineru_example.py
- mistral_example.py
- scrapegraph_example.py
- unstructured_io_example.py
- agent_memory_example.py
- agent_memory_vector_db_example.py
- score_based_context_example.py
- vector_db_memory_example.py
- role_playing_multiprocess.py
- role_playing_with_human.py
- single_agent.py
- task_generation.py
- config.json
- config.yaml
- grok.py
- nemotron.py
- qwen.py
- zhipu_response_format.py
- nemotron_model_example.py
- skywork_model.py
- aihubmix_model_example.py
- aiml_model_example.py
- amd_model_example.py
- anthropic_model_example.py
- anthropic_structured_output_example.py
- atlascloud_model_example.py
- aws_bedrock_model_example.py
- azure_openai_model_example.py
- azure_openai_responses_api_example.py
- cerebras_model_example.py
- claude_model_example.py
- cohere_model_example.py
- cometapi_model_example.py
- crynux_model_example.py
- deepseek_model_example.py
- deepseek_reasoner_model_example.py
- deepseek_reasoner_model_separate_answers.py
- ernie_model_example.py
- fish_audio_model_example.py
- function_gemma_model_example.py
- gemini_model_example.py
- groq_model_example.py
- internlm_model_example.py
- litellm_model_example.py
- lmstudio_model_example.py
- minimax_interleaved_thinking_example.py
- minimax_model_example.py
- mistral_model_example.py
- model_manger.py
- modelscope_model_example.py
- moonshot_interleaved_thinking_example.py
- moonshot_model_example.py
- nebius_model_example.py
- nemotron_model_example.py
- netmind_model_example.py
- novita_model_example.py
- nvidia_model_example.py
- ollama_model_example.py
- ollama_multimodel_example.py
- openai_audio_models_example.py
- openai_example.py
- openai_responses_api_example.py
- openai_structured_output_example.py
- openrouter_horizon_alpha_example.py
- openrouter_llama3.1_example .py
- openrouter_llama4_example.py
- orcarouter_example.py
- ppio_model_example.py
- prompt_caching_anthropic_example.py
- prompt_caching_azure_example.py
- prompt_caching_bedrock_example.py
- prompt_caching_gemini_example.py
- prompt_caching_openai_example.py
- qwen_model_example.py
- qwq_model_example.py
- reka_model_example.py
- role_playing_with_claude.py
- role_playing_with_cohere.py
- role_playing_with_gemini.py
- role_playing_with_groq.py
- role_playing_with_mistral.py
- role_playing_with_ollama.py
- role_playing_with_sambanova.py
- role_playing_with_volcano.py
- samba_model_example.py
- sglang_model_example.py
- siliconflow_model_example.py
- togetherai_model_example.py
- vllm_model_example.py
- volcano_interleaved_thinking_example.py
- volcano_model_example.py
- watsonx_model_example.py
- xai_model_example.py
- yi_model_example.py
- zhipuai_interleaved_thinking_example.py
- zhipuai_model_example.py
- agentops_track_roleplaying_with_function.py
- langfuse_example.py
- README_Langfuse.md
- personas_generation.py
- single_agent_with_hybrid_rag.py
- jina_rerank_example.py
- role_generation.py
- role_playing_with_role_description.py
- Dockerfile
- manage_camel_docker.sh
- README.md
- ubuntu_docker_example.py
- code_execution_with_docker_runtime.py
- code_execution_with_llm_guard_runtime.py
- daytona_runtime.py
- docker_runtime.py
- docker_runtime_with_tasks.py
- remote_http_runtime.py
- shared_runtime_multi_toolkit.py
- openai_converter_example.py
- outlines_converter_example.py
- agent_openapi_server.py
- chroma_vector_storage.py
- nebular_graph.py
- oceanbase_vector_storage.py
- pgvector_storage.py
- redis_storage.py
- s3_storage.py
- surreal_vector_storage.py
- tidb_vector_storage.py
- weaviate_vector_storage.py
- json_format_reponse_with_tools.py
- json_format_response.py
- structure_response_prompt_engineering.py
- gpt_solution_extraction.py
- gpt_solver.py
- handle_token_limit.py
- multi_modal_task_generation.py
- task_generation.py
- task_image.png
- task_video.mov
- test_ai_society_example.py
- test_code_example.py
- test_role_description_example.py
- test_single_agent.py
- test_unstructured_io_example.py
- arxiv_toolkit_server.py
- client.py
- client_sync.py
- client.py
- client.py
- terminal_toolkit_server.py
- mcp_search_toolkit.py
- mcp_servers_config.json
- mcp_toolkit.py
- SKILL.md
- analyze.py
- SKILL.md
- SKILL.md
- example.py
- blank.pptx
- ion_boardroom.pptx
- minimalist_sales_pitch.pptx
- modern.pptx
- urban_monochrome.pptx
- aci_toolkit.py
- agent_toolkit.py
- arxiv_toolkit.py
- ask_news_toolkit.py
- async_browser_toolkit.py
- audio_analysis_toolkit.py
- bohrium_toolkit_example.py
- bohrium_toolkit_example.yaml
- browser_toolkit.py
- browser_toolkit_with_cookie.py
- browser_toolkit_with_user_data_dir.py
- code_execution_toolkit.py
- context_summarizer_toolkit.py
- dappier_toolkit.py
- data_commons_toolkit.py
- dingtalk.py
- dynamic_dependency.py
- e2b_custom_provider_example.py
- edgeone_pages_mcp_toolkit.py
- excel_toolkit.py
- file_toolkit.py
- function_tool_example.py
- generate_openai_tool_schema.py
- github_toolkit.py
- gmail_toolkit.py
- google_calendar_toolkit.py
- google_drive_mcp_toolkit.py
- google_scholar_toolkit.py
- grok_image_example.py
- headless_browser_search_toolkit_example.py
- human_toolkit.py
- hybrid_browser_toolkit_example.py
- image_analysis_toolkit.py
- imap_mail_toolkit.py
- jina_reranker_toolkit.py
- klavis_toolkit.py
- lark_toolkit_example.py
- memory_toolkit.py
- meshy_toolkit.py
- message_agent_toolkit.py
- microsoft_outlook_mail_toolkit.py
- mineru_toolkit.py
- networkx_toolkit.py
- notion_mcp_tookit.py
- notion_toolkit.py
- openai_image_example.py
- openapi_toolkit.py
- openbb_toolkit.py
- planning_worktree_toolkit.py
- playwright_mcp_toolkit.py
- post_weather_on_twitter.py
- pptx_toolkit.py
- pubmed_toolkit.py
- pyautogui_toolkit.py
- querit_search_example.py
- reddit_toolkit.py
- resend_toolkit.py
- role_playing_with_functions.py
- screenshot_toolkit_example.py
- search_google_with_exclusion.py
- search_toolkit.py
- searxng_toolkit.py
- semantic_scholar_toolkit.py
- skill_toolkit.py
- sql_toolkit.py
- sympy_toolkit.py
- synthesize_function_execution.py
- task_planning_toolkit.py
- terminal_toolkit.py
- terminal_toolkit_runtimes.py
- thinking_toolkit.py
- todo_toolkit.py
- toolkit_message_integration.py
- toolkit_timeout.py
- vertex_ai_veo_toolkit.py
- video_analysis_toolkit.py
- web_fetch_toolkit_example.py
- webdeploy_toolkit.py
- wechat_official_toolkit.py
- wolfram_alpha_toolkit.py
- zapier_toolkit.py
- translator.py
- aci_toolkit_camel.py
- camel_mcp_aci.py
- create_config.py
- env.example
- README.md
- logo_airbnb_mcp.png
- logo_camel_ai.png
- screenshot.png
- app.py
- mcp_servers_config.json
- README.md
- requirements.txt
- logo_camel_ai.png
- logo_github.jpg
- screenshot_chat.png
- app.py
- demo_git_ingest.py
- mcp_servers_config.json
- README.md
- requirements.txt
- app.py
- README.md
- requirements.txt
- app.py
- mcp_config.json
- README.md
- requirements.txt
- run_cloudflare_mcp_with_camel_ai.py
- app.py
- README.md
- requirements.txt
- CAMEL_logo.jpg
- mistral_logo.png
- app.py
- README.md
- requirements.txt
- .env.template
- app.py
- README.md
- requirements.txt
- CAMEL_logo.jpg
- urban_monochrome.pptx
- app_pptx.py
- README.md
- requirements.txt
- app.py
- README.md
- requirements.txt
- math_verifier_example.py
- physics_verifier_example.py
- python_verifier_example.py
- duckduckgo_video_object_recognition.py
- image_analysis.py
- image_crafting.py
- multi_condition_image_crafting.py
- multi_turn_image_refining.py
- video_description.py
- web_video_description_extractor.py
- web_video_object_recognition.py
- simple_hotkey_demo.py
- eigent.py
- hackathon_judges.py
- multi_turn_conversation.py
- multiple_single_agents.py
- pipeline_workflow_example.py
- role_playing_with_agents.py
- simple_workforce_mcp.py
- workforce_callbacks_example.py
- workforce_multitask_with_skip.py
- workforce_shared_memory_validation.py
- workforce_workflow_memory_example.py
- __init__.py
- conversion.py
- custom_client_usage.py
- files_log.py
- license_template.txt
- update_license.py
- favicon.png
- framework.png
- logo_light.png
- wechat.jpeg
- chatagent_overhead.py
- agent_config.py
- agent_mcp_server.py
- __init__.py
- README.md
- test_agent_base.py
- test_agent_e2e.py
- test_chat_agent.py
- test_chat_agent_clone.py
- test_chat_agent_tool_log.py
- test_critic_agent.py
- test_knowledge_agent.py
- test_mcp_agent.py
- test_openai_responses_api_e2e.py
- test_repo_agent.py
- test_role_assignment_agent.py
- test_role_playing.py
- test_task_agent.py
- test_apibank_benchmark.py
- test_apibench_benchmark.py
- test_gaia_benchmark.py
- test_nexus_benchmark.py
- test_discord_app.py
- test_slack_app.py
- test_telegram_bot.py
- test_semantic_cache.py
- test_alpaca_collector.py
- test_sharegpt_collector.py
- test_hello.docx
- test_hello.html
- test_hello.json
- test_hello.pdf
- test_hello.txt
- test_hello_multi.docx
- test_hello_multi.pdf
- filter_function_tests.py
- instruction_filter_tests.py
- self_instruct_tests.py
- test_evol_instruct.py
- test_self_improving_cot_pipeline.py
- test_huggingface.py
- test_base_dataset.py
- test_self_instruct_generator.py
- test_docs_sync.py
- test_azure_embedding.py
- test_embeddings_decorators.py
- test_gemini_embedding.py
- test_jina_embedding.py
- test_mistral_embedding.py
- test_open_source_embeddings.py
- test_openai_compatible_embedding.py
- test_openai_embedding.py
- test_vlm_embeddings.py
- test_multi_step_env.py
- test_single_step_env.py
- test_tictactoe_env.py
- test_base_extractor.py
- test_python_strategies.py
- test_minimal_dependency.py
- test_docker_interpreter.py
- test_interpreters_decorators.py
- test_jupyterkernel_interpreter.py
- test_microsandbox_interpreter.py
- test_python_interpreter.py
- test_subprocess_interpreter.py
- test_apify.py
- test_base_io.py
- test_chunkr_reader.py
- test_crawl4ai.py
- test_firecrawl.py
- test_jina_url_reader.py
- test_loaders_decorators.py
- test_markitdown.py
- test_mineru_extractor.py
- test_mistral_reader.py
- test_scrapegraph_reader.py
- test_unstructured_io.py
- test_score_based.py
- test_agent_memories.py
- test_blocks.py
- test_chat_history_memory.py
- test_vector_db_memory.py
- test_chat_message.py
- test_func_message.py
- test_message_base.py
- test_nemotron_model.py
- claude_haiku_4_5_config.json
- gemini_1.5_flash_config.json
- ollama_config.json
- ollama_openai_token_counter.json
- openai3.5_turbo_config.json
- openai4o_config.json
- claude_haiku_4_5_config.yaml
- ollama_config.yaml
- ollama_openai_config.yaml
- openai3.5_turbo_config.yaml
- openai4o_config.yaml
- test_aiml_model.py
- test_amd_model.py
- test_anthropic_model.py
- test_atlascloud_model.py
- test_avian_model.py
- test_aws_bedrock_converse_model.py
- test_aws_bedrock_model.py
- test_azure_openai_model.py
- test_base_model.py
- test_cerebras_model.py
- test_cohere_model.py
- test_cometapi_model.py
- test_crynux_model.py
- test_deepseek_model.py
- test_fish_audio_model.py
- test_function_gemma_model.py
- test_gemini_model.py
- test_groq_llama3_model.py
- test_internlm_model.py
- test_litellm_model.py
- test_lmstudio_model.py
- test_minimax_model.py
- test_mistral_model.py
- test_model_factory.py
- test_model_manager.py
- test_model_type.py
- test_modelscope_model.py
- test_moonshot_model.py
- test_nebius_model.py
- test_netmind_model.py
- test_novita_model.py
- test_nvidia_model.py
- test_ollama_model.py
- test_openai_audio_models.py
- test_openai_compatible_model.py
- test_openai_model.py
- test_openai_responses_adapter.py
- test_openrouter_model.py
- test_orcarouter_model.py
- test_ppio_model.py
- test_qianfan_model.py
- test_qwen_model.py
- test_reka_model.py
- test_samba_model.py
- test_sglang_model.py
- test_togetherai_model.py
- test_vllm_model.py
- test_volcano_model.py
- test_watsonx_model.py
- test_xai_model.py
- test_yi_model.py
- test_zhipuai_model.py
- test_persona_generator.py
- test_ai_society.py
- test_code.py
- test_generate_text_embedding_data.py
- test_misalignment.py
- test_prompt_base.py
- test_prompt_templates.py
- test_role_description_prompt_template.py
- test_task_prompt_template.py
- test_translation.py
- test_auto_retriever.py
- test_bm25_retriever.py
- test_cohere_rerank_retriever.py
- test_hybrid_retriever.py
- test_jina_rerank_retriever.py
- test_retrievers_decorators.py
- test_vector_retriever.py
- test_base_runtime.py
- test_code_execution_with_llm_guard_runtime.py
- test_daytona_runtime.py
- test_docker_runtime.py
- test_remote_http_runtime.py
- test_shared_runtime.py
- test_openai_converter.py
- test_agent_mcp_server.py
- test_agent_openapi_server.py
- test_graph_element.py
- test_nebula_graph.py
- test_neo4j_graph.py
- test_key_value_storages.py
- test_mem0_cloud.py
- test_redis.py
- test_amazon_s3.py
- test_azure_blob.py
- test_google_cloud.py
- test_all_vectordbs.py
- test_faiss.py
- test_milvus.py
- test_oceanbase.py
- test_pgvector.py
- test_qdrant.py
- test_surreal.py
- test_tidb.py
- test_weaviate.py
- test_storages_decorators.py
- test_task.py
- test_response_terminator.py
- test_token_limit_terminator.py
- test_aci_toolkit.py
- test_agent_toolkit.py
- test_arxiv_functions.py
- test_asknews_function.py
- test_async_browser_toolkit.py
- test_audio_analysis_toolkit.py
- test_bohrium_toolkit.py
- test_browser_toolkit.py
- test_code_execution.py
- test_context_summarizer_toolkit.py
- test_craw4ai_toolkit.py
- test_dappier_function.py
- test_data_commons_toolkit.py
- test_dingtalk.py
- test_enable_other_runtimes.py
- test_excel_toolkit.py
- test_file_toolkit.py
- test_function_tool_decorator.py
- test_generate_openai_tool_schema.py
- test_github_toolkit.py
- test_gmail_toolkit.py
- test_go_runtime.py
- test_google_calendar_toolkit.py
- test_google_maps_function.py
- test_google_scholar_toolkit.py
- test_hybrid_browser_toolkit.py
- test_image_analysis_toolkiy.py
- test_image_generation.py
- test_imap_mail_toolkit.py
- test_java_runtime.py
- test_jina_reranker_toolkit.py
- test_klavis_toolkit.py
- test_lark_toolkit.py
- test_linkedin_function.py
- test_math_functions.py
- test_mcp_toolkit.py
- test_memory_toolkit.py
- test_meshy_function.py
- test_message_agent_toolkit.py
- test_message_integration.py
- test_microsoft_outlook_mail_toolkit.py
- test_mineru_toolkit.py
- test_networkx_toolkit.py
- test_note_taking_toolkit.py
- test_notion_toolkit.py
- test_open_api_function.py
- test_openai_function.py
- test_openbb_functions.py
- test_planning_worktree_toolkit.py
- test_pptx_toolkit.py
- test_pubmed_toolkit.py
- test_pyautogui_toolkit.py
- test_reddit_functions.py
- test_resend_toolkit.py
- test_runtime_utils.py
- test_screenshot_toolkit.py
- test_search_functions.py
- test_searxng_toolkit.py
- test_semantic_scholar_functions.py
- test_skill_toolkit.py
- test_slack_functions.py
- test_sql_toolkit.py
- test_stripe_function.py
- test_sympy_toolkit.py
- test_synthesize_output.py
- test_terminal_toolkit.py
- test_thinking_toolkit.py
- test_todo_toolkit.py
- test_twelvelabs_toolkit.py
- test_twitter_function.py
- test_vertex_ai_veo_toolkit.py
- test_video_analysis_toolkit.py
- test_video_download_function.py
- test_weather_function.py
- test_web_deploy_toolkit.py
- test_web_fetch_toolkit.py
- test_wechat_official_toolkit.py
- test_whatsapp_function.py
- test_wolframalpha_toolkit.py
- test_zapier_ai_function.py
- test_async_func.py
- test_commons.py
- test_context_utils.py
- test_deduplication.py
- test_filename.py
- test_mcp.py
- test_mcp_client.py
- test_mcp_server.py
- test_message_summarizer.py
- test_response_format.py
- test_stream_utils.py
- test_token_counting.py
- test_base_verifier.py
- test_math_verifier.py
- test_python_verifier.py
- test_workflow_memory.py
- test_workforce.py
- test_workforce_callbacks.py
- test_workforce_pipeline.py
- test_workforce_single_agent.py
- conftest.py
- test_all_exports.py
- test_generators.py
- test_human.py
- .env.example
- .gitignore
- .pre-commit-config.yaml
- .style.yapf
- camel_log_viewer.html
- CONTRIBUTING.md
- LICENSE
- Makefile
- pyproject.toml
- README.ja.md
- README.md
- README.zh.md
- SECURITY.md
- uv.lock
# ์ค์น ๊ฐ์ด๋
1. ์ฝ๋ ๋ด๋ ค๋ฐ๊ธฐ
git clone https://github.com/camel-ai/camel
๊นํ๋ธ์์ ํ๋ก์ ํธ ์ฝ๋ ์ ์ฒด๋ฅผ ๋ด ์ปดํจํฐ๋ก ๋ด๋ ค๋ฐ์ต๋๋ค.
cd camel
๋ฐฉ๊ธ ๋ด๋ ค๋ฐ์ ํ๋ก์ ํธ ํด๋ ์์ผ๋ก ์ด๋ํฉ๋๋ค.
2. ๊ณต์ ์ค์น ์คํฌ๋ฆฝํธ
์ฌ์ ์ถ์ฒ์ฌ์ ์ค๋น๋ฌผ
- Python 3 pip ๋ช ๋ น์ด๋ฅผ ์ฐ๋ ค๋ฉด Python์ด ํ์ํฉ๋๋ค.
pip install camel-ai
PyPI์ ๋ฐฐํฌ๋ ํจํค์ง๋ฅผ ๋ฐ๋ก ์ค์นํฉ๋๋ค. ์์ค ํด๋ก ์ด ํ์ ์์ต๋๋ค.
pip install 'camel-ai[web_tools]'
PyPI์ ๋ฐฐํฌ๋ ํจํค์ง๋ฅผ ๋ฐ๋ก ์ค์นํฉ๋๋ค. ์์ค ํด๋ก ์ด ํ์ ์์ต๋๋ค.
์ค์น ํ ์ ํฐ๋ฏธ๋์ ์ด๊ณ , ํ๋ก๊ทธ๋จ์ ๋ฒ์ ํ์ธ ๋ช
๋ น(์: --version)์ผ๋ก ์ ์ ์ค์น๋๋์ง ํ์ธํ์ธ์.
์ด ๋ ํฌ์ README์ ์ ํ ์ค์ ๋ช ๋ น์ด๋ฅผ ๊ทธ๋๋ก ๊ฐ์ ธ์์ต๋๋ค.
3. Docker
์ฌ์์ฌ์ ์ค๋น๋ฌผ
- Git GitHub์์ ํ๋ก์ ํธ ์ฝ๋๋ฅผ ๋ด๋ ค๋ฐ์ผ๋ ค๋ฉด ํ์ํฉ๋๋ค.
- Docker Desktop ์ปจํ ์ด๋๋ฅผ ๋น๋ํ๊ณ ์คํํ๋ ค๋ฉด ํ์ํฉ๋๋ค. ์ค์น ํ ์คํํด์ ๋ฐฑ๊ทธ๋ผ์ด๋์ ์ผ๋์ธ์.
docker compose -f .container/docker-compose.yaml up -d --build
compose ์ค์ ํ์ผ์ ์ ์๋ ์๋น์ค๋ค์ ๋์์ผ๋ก ๋ช ๋ น์ ์คํํฉ๋๋ค.
ํฐ๋ฏธ๋์ docker compose ps ๋ฅผ ์
๋ ฅํด ์ปจํ
์ด๋๋ค์ด Up ์ํ์ธ์ง ํ์ธํ์ธ์. README์ ํฌํธ ๋ฒํธ๊ฐ ์ ํ์๋ค๋ฉด ๋ธ๋ผ์ฐ์ ์์ http://localhost:ํฌํธ๋ฒํธ ๋ก ์ ์ํด๋ณด์ธ์.
4. Node.js
์ฌ์์ฌ์ ์ค๋น๋ฌผ
โ ๏ธ ์ด ํ๋ก์ ํธ๋ ๊ท๋ชจ๊ฐ ํฐ ์ ์ฅ์๋ผ, ์ด ๋ฐฉ๋ฒ์ด ์ค์ ํต์ฌ ์ ํ์ด ์๋๋ผ ๋ด๋ถ ํ์ ํจํค์ง๋ฅผ ๊ฐ๋ฆฌํค๋ ๊ฒ์ผ ์ ์์ต๋๋ค. README ์ ์ฒด๋ฅผ ํจ๊ป ํ์ธํด๋ณด์ธ์.
cd camel/toolkits/hybrid_browser_toolkit/ts
์ด ํ๋ก์ ํธ์ ๊ด๋ จ ํ์ผ์ด ํ์ ํด๋ ์์ ์์ด์, ๋จผ์ ๊ทธ ํด๋๋ก ์ด๋ํฉ๋๋ค.
npm install
package.json์ ๋ช ์๋ ๋ผ์ด๋ธ๋ฌ๋ฆฌ๋ค์ ๋ด๋ ค๋ฐ์ ์ค์นํฉ๋๋ค.
npm start
๊ฐ๋ฐ/์คํ ์๋ฒ๋ฅผ ์ผญ๋๋ค.
๋ช
๋ น์ด ์คํ ํ ํฐ๋ฏธ๋์ ๋ํ๋๋ ์ฃผ์(๋ณดํต http://localhost:3000 ํํ)๋ฅผ ๋ธ๋ผ์ฐ์ ์์ ์ด์ด๋ณด์ธ์.
5. Python
์ฌ์์ฌ์ ์ค๋น๋ฌผ
pip install camel-ai
PyPI์ ๋ฐฐํฌ๋ ํจํค์ง๋ฅผ ๋ฐ๋ก ์ค์นํฉ๋๋ค. ์์ค ํด๋ก ์ด ํ์ ์์ต๋๋ค.
pip install 'camel-ai[web_tools]'
PyPI์ ๋ฐฐํฌ๋ ํจํค์ง๋ฅผ ๋ฐ๋ก ์ค์นํฉ๋๋ค. ์์ค ํด๋ก ์ด ํ์ ์์ต๋๋ค.
์๋ฌ ๋ฉ์์ง ์์ด ์คํ๋๊ณ ํฐ๋ฏธ๋์ ์๋ด ๋ฌธ๊ตฌ๊ฐ ์ถ๋ ฅ๋๋ฉด ์ ์์
๋๋ค.
์ด ๋ ํฌ์ README์ ์ ํ ์ค์ ๋ช ๋ น์ด๋ฅผ ๊ทธ๋๋ก ๊ฐ์ ธ์์ต๋๋ค.
6. Make
๋ณดํต์ฌ์ ์ค๋น๋ฌผ
- Git GitHub์์ ํ๋ก์ ํธ ์ฝ๋๋ฅผ ๋ด๋ ค๋ฐ์ผ๋ ค๋ฉด ํ์ํฉ๋๋ค.
- Make Linux/macOS๋ ๋ณดํต ๊ธฐ๋ณธ ์ค์น๋์ด ์์ต๋๋ค. Windows๋ ๋ณ๋ ์ค์น(์: MSYS2, WSL)๊ฐ ํ์ํฉ๋๋ค.
make
์์ฑ๋ ๋น๋ ์ค์ ์ ๋ฐํ์ผ๋ก ์ค์ ์ปดํ์ผ์ ์งํํด ์คํ ํ์ผ์ ๋ง๋ญ๋๋ค.
์๋ฌ ์์ด ๋๋๋ฉด ์ฑ๊ณต์
๋๋ค. ์์ฑ๋ ์คํ ํ์ผ์ ์ง์ ์คํํด๋ณด์ธ์.
// repository documentation
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