telemem
TeleMem is a high-performance drop-in replacement for Mem0, featuring semantic deduplication, long-term dialogue memory, and multimodal video reasoning.
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- PULL_REQUEST_TEMPLATE.md
- bloo-mind.png
- overview.png
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- TeleAI.png
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- intro-a.jpg
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- load_dataset.py
- memory_layer.py
- README.md
- requirements.txt
- test_advanced.py
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- README.md
- run_telemem.py
- stats.py
- .gitignore
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- add.py
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- mem0_manager.py
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- memobase_eval_0503_3000.json
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- llm_judge.py
- utils.py
- __init__.py
- config.yaml
- memobase_add.py
- memobase_search.py
- add.py
- search.py
- predict.py
- add.py
- search.py
- langmem.py
- rag.py
- utils.py
- .gitignore
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- environment.yml
- evals.py
- generate_scores.py
- json_convert.py
- Makefile
- prompts.py
- README.md
- run_experiments.py
- __init__.py
- async_entry.py
- blob.py
- entry.py
- type.py
- user.py
- __init__.py
- openai.py
- __init__.py
- error.py
- network.py
- utils.py
- blob.go
- client.go
- client_test.go
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- error.go
- go.mod
- go.sum
- main.go
- network.go
- utils.go
- go.mod
- go.sum
- README.md
- format
- lint
- client.ts
- error.ts
- network.ts
- types.ts
- user.ts
- client.test.ts
- env.ts
- user.test.ts
- .eslintrc.js
- .prettierignore
- .prettierrc.json
- index.ts
- jest.config.ts
- jsr.json
- package-lock.json
- package.json
- README.md
- tsconfig.json
- __init__.py
- conftest.py
- test_blob.py
- test_user.py
- test_user_async.py
- main.py
- utils.py
- .dockerignore
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- .gitattributes
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- pyproject.toml
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- uv.lock
- config.yaml
- config.yaml
- config.yaml
- config.yaml
- config.yaml
- config.yaml
- __init__.py
- basic_docs.py
- blob.py
- event.py
- profile.py
- project.py
- user.py
- __init__.py
- blob.py
- buffer.py
- chore.py
- context.py
- event.py
- middleware.py
- profile.py
- project.py
- roleplay.py
- user.py
- __init__.py
- admin_api.py
- token.py
- __init__.py
- entry_summary.py
- event_summary.py
- extract.py
- merge.py
- merge_yolo.py
- organize.py
- summary.py
- types.py
- utils.py
- detect_interest.py
- predict_new_topics.py
- proactive_topics.py
- types.py
- __init__.py
- __init__.py
- utils.py
- profile.py
- __init__.py
- billing.py
- blob.py
- buffer.py
- buffer_background.py
- context.py
- event.py
- event_gist.py
- full.py
- profile.py
- project.py
- status.py
- user.py
- __init__.py
- jina_embedding.py
- lmstudio_embedding.py
- openai_embedding.py
- utils.py
- __init__.py
- doubao_cache_llm.py
- openai_model_llm.py
- utils.py
- __init__.py
- action.py
- blob.py
- claim.py
- database.py
- response.py
- utils.py
- zh_detect_interest.py
- zh_infer_plot.py
- __init__.py
- chat_context_pack.py
- event_tagging.py
- extract_profile.py
- merge_profile.py
- merge_profile_yolo.py
- organize_profile.py
- pick_related_profiles.py
- profile_init_utils.py
- summary_entry_chats.py
- summary_profile.py
- user_profile_topics.py
- utils.py
- zh_extract_profile.py
- zh_merge_profile.py
- zh_merge_profile_yolo.py
- zh_summary_entry_chats.py
- zh_user_profile_topics.py
- __init__.py
- capture_key.py
- open_telemetry.py
- __init__.py
- connectors.py
- env.py
- errors.py
- struct_logger.py
- types.py
- utils.py
- .gitignore
- env.py
- README
- script.py.mako
- __init__.py
- conftest.py
- test_api.py
- test_chat_modal.py
- test_controller.py
- test_db.py
- test_summary_modal.py
- .dockerignore
- .env.example
- .gitignore
- .python-version
- alembic.ini
- api.py
- build_init_sql.py
- config.yaml.example
- DEVELOPMENT.md
- Dockerfile
- pyproject.toml
- readme.md
- uv.lock
- sync-types.sh
- up-dev.sh
- up.sh
- .env.example
- .gitignore
- docker-compose.yml
- readme.md
- .gitignore
- readme.md
- __init__.py
- convert.py
- rag_manager.py
- README.md
- run.py
- run.sh
- config.yaml
- eval.py
- eval_score.py
- EvalModel.py
- README.md
- telemem_legacy.py
- evaluate.py
- config.deepseek.yaml
- config.minimax.yaml
- config.moonshot.yaml
- config.ollama.yaml
- config.yaml
- 3EQLFHRHpag.mp4
- data.json
- demo.tape
- README.md
- TeleMem.png
- api.md
- contributing.md
- evaluation.md
- index.md
- MCP.md
- providers.md
- quickstart.md
- TeleMem_Tech_Report.pdf
- video.md
- deepseek-harness.cordis.yml
- langchain_memory.py
- llamaindex_memory.py
- mcp_client.py
- mcp_config.json
- multi_npc.py
- quickstart.py
- quickstart_mm.py
- gen_star_history.py
- __init__.py
- __main__.py
- server.py
- __init__.py
- build_database.py
- core.py
- frame_caption.py
- func_call_shema.py
- memory_utils.py
- video_utils.py
- __init__.py
- configs.py
- mem0.py
- utils.py
- conftest.py
- README.md
- test_basic.py
- test_contract.py
- test_deepseek_harness.py
- test_eval_stats.py
- test_mcp.py
- test_minimax.py
- test_providers.py
- test_telemem.py
- .gitignore
- .python-version
- CHANGELOG.md
- CITATION.cff
- CONTRIBUTING.md
- Dockerfile
- glama.json
- LICENSE
- mkdocs.yml
- pyproject.toml
- README-ZH.md
- README.md
- requirements.txt
- server.json
- uv.lock
# Installation Guide
1. Get the code
git clone https://github.com/TeleAI-UAGI/telemem
Downloads the entire project code from GitHub to your computer.
cd telemem
Moves into the project folder you just downloaded.
2. Official Install Script
Easy RecommendedPrerequisites
- Python 3 Python is required to use pip.
pip install telemem # core (text memory)
Installs the package published on PyPI directly โ no need to clone the source.
pip install "telemem[mcp]" # + MCP server
Installs the package published on PyPI directly โ no need to clone the source.
pip install "telemem[video]" # + video/multimodal pipeline
Installs the package published on PyPI directly โ no need to clone the source.
pip install "telemem[all]" # everything
Installs the package published on PyPI directly โ no need to clone the source.
After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.
Pulled directly from this repo's README.
3. Docker
EasyPrerequisites
- Git Needed to download the project code from GitHub.
- Docker Desktop Needed to build and run containers. Install it and keep it running in the background.
docker compose -f baselines/memobase/src/server/docker-compose.yml up -d --build
Runs the command against the services defined in the compose file.
Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.
4. Node.js
EasyPrerequisites
โ ๏ธ This is a large repository, so this method may point to an internal sub-package rather than the actual core product. Check the full README as well.
cd baselines/memobase/src/client/memobase-ts
This project's files live in a subfolder, so move into it first.
npm install
Downloads and installs the libraries listed in package.json.
npm start
Starts the development/run server.
After running the command, open the address shown in the terminal (usually something like http://localhost:3000) in your browser.
5. Python
EasyPrerequisites
pip install telemem # core (text memory)
Installs the package published on PyPI directly โ no need to clone the source.
pip install "telemem[mcp]" # + MCP server
Installs the package published on PyPI directly โ no need to clone the source.
pip install "telemem[video]" # + video/multimodal pipeline
Installs the package published on PyPI directly โ no need to clone the source.
pip install "telemem[all]" # everything
Installs the package published on PyPI directly โ no need to clone the source.
pip install -e ".[all]"
Installs the Python libraries listed in requirements.txt (or similar).
If it runs without errors and prints output in the terminal, it worked.
Pulled directly from this repo's README.
6. Go
MediumPrerequisites
โ ๏ธ This is a large repository, so this method may point to an internal sub-package rather than the actual core product. Check the full README as well.
cd baselines/memobase/src/client/memobase-go
This project's files live in a subfolder, so move into it first.
go build ./...
Compiles the Go program into an executable.
go run .
Runs the Go program directly without a separate build step.
If the build finishes without errors, it worked. If you used go run ., check the terminal output.
7. Make
MediumPrerequisites
- Git Needed to download the project code from GitHub.
- Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).
โ ๏ธ This is a large repository, so this method may point to an internal sub-package rather than the actual core product. Check the full README as well.
cd baselines/memobase/locomo-benchmark
This project's files live in a subfolder, so move into it first.
make
Compiles the code based on the generated build configuration to produce an executable.
If it finishes without errors, it worked. Try running the generated executable directly.
// repository documentation
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