cosdata
Cosdata: A cutting-edge AI data platform for next-gen search pipelines. Features semantic search, hybrid capabilities, real-time scalability, and ML integration. Designed for immutability and version control to enhance AI projects.
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Download Latest Version (.zip)- config.toml
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- config.yml
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- release.yml
- CODE_OF_CONDUCT.md
- CODEOWNERS
- PULL_REQUEST_TEMPLATE.md
- install.sh
- cluster_hierarchy.rs
- cosql.rs
- cuckoo_filter_tree.rs
- k_means_clustering_i8_clusters.rs
- k_means_clustering_u8_simd.rs
- main.rs
- octal_simd_dot_product.rs
- performant_fixed_set.rs
- persist.rs
- project_and_partition.rs
- project_to_dim.rs
- s3_client.rs
- session_token.rs
- version_tree.rs
- viewer.rs
- api-doc.org
- branches.png
- buffered_file_io.org
- Cargo.toml
- channi.org
- channi_illustration.svg
- docs_index.md
- graph-datalog.org
- http-api.org
- indexing.org
- inverted-index-idf.org
- inverted_index_design.org
- inverted_index_stats.org
- lazy_items.org
- lmdb.org
- logo.png
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- metadata_filtering_hnsw.org
- node_registry_lru_cache.org
- node_serialization.org
- property-graph.org
- quant.org
- quaternary_multiplication.html
- quaternary_multiplication.org
- RESTful-api.org
- role-based-access-control.org
- rule_evaluation_engine.org
- Separation_of_Storage_and_Compute.org
- transaction-system-design.org
- transactions.org
- vector_store_persistence.org
- version_hashing_lmdb.org
- versioning-context-based-querying.org
- versioning.org
- vector_service.proto
- authentication_middleware.rs
- controller.rs
- dtos.rs
- error.rs
- mod.rs
- service.rs
- controller.rs
- dtos.rs
- error.rs
- mod.rs
- repo.rs
- service.rs
- controller.rs
- dtos.rs
- error.rs
- mod.rs
- repo.rs
- service.rs
- controller.rs
- dtos.rs
- error.rs
- mod.rs
- repo.rs
- service.rs
- controller.rs
- mod.rs
- repo.rs
- service.rs
- controller.rs
- delete.rs
- dtos.rs
- error.rs
- mod.rs
- repo.rs
- service.rs
- update.rs
- controller.rs
- dtos.rs
- error.rs
- mod.rs
- repo.rs
- service.rs
- controller.rs
- dtos.rs
- error.rs
- mod.rs
- service.rs
- mod.rs
- docs.rs
- mod.rs
- openapi.rs
- entity.rs
- mod.rs
- relationship.rs
- entity.rs
- extend_entity.rs
- mod.rs
- relationship.rs
- entity.rs
- mod.rs
- relationship.rs
- entity.rs
- mod.rs
- relationship.rs
- common.rs
- compute_clause.rs
- condition.rs
- data_type.rs
- expression.rs
- mod.rs
- precedence.rs
- query.rs
- rule.rs
- value.rs
- cosine.rs
- dotproduct.rs
- euclidean.rs
- hamming.rs
- mod.rs
- mod.rs
- mod.rs
- tests.rs
- error.rs
- metadata.rs
- mod.rs
- server.rs
- mod.rs
- offset_counter.rs
- types.rs
- mod.rs
- types.rs
- mod.rs
- key_value.rs
- mod.rs
- usv.rs
- de.rs
- mod.rs
- query_filtering.rs
- schema.rs
- arm64.rs
- x86_64.rs
- latest_node.rs
- lazy_item.rs
- mod.rs
- neighbors.rs
- node.rs
- tests.rs
- atomic_array.rs
- data.rs
- lazy_item.rs
- mod.rs
- node.rs
- tests.rs
- versioned_vec.rs
- atomic_array.rs
- data.rs
- lazy_item.rs
- mod.rs
- node.rs
- term.rs
- tests.rs
- versioned_vec.rs
- mod.rs
- node.rs
- quotients_map.rs
- tests.rs
- versioned_item.rs
- versioned_vec.rs
- atomic_array.rs
- data.rs
- id_lists.rs
- lazy_item.rs
- mod.rs
- node.rs
- tests.rs
- versioned_vec.rs
- metric_distance.rs
- mod.rs
- raw_vector_embedding.rs
- storage.rs
- tests.rs
- transaction_status.rs
- atomic_array.rs
- buffered_io.rs
- cache_loader.rs
- chunked_list.rs
- collection.rs
- collection_cache.rs
- collection_transaction.rs
- common.rs
- crypto.rs
- dot_product.rs
- durable_wal.rs
- encoding_format.rs
- file_persist.rs
- fixedset.rs
- index_file_manager.rs
- indexing_manager.rs
- inverted_index.rs
- kmeans.rs
- lazy_item.rs
- lookup_table.rs
- lru_cache.rs
- meta_persist.rs
- mod.rs
- paths.rs
- prob_node.rs
- rpc.rs
- schema_traits.rs
- sparse_ann_query.rs
- tf_idf_index.rs
- tree_map.rs
- types.rs
- user.rs
- usv_index.rs
- utils.rs
- versioned_vec.rs
- versioning.rs
- wal.rs
- mod.rs
- product.rs
- scalar.rs
- mod.rs
- api_service.rs
- app_context.rs
- args.rs
- cfg_macros.rs
- config_loader.rs
- lib.rs
- macros.rs
- main.rs
- vector_store.rs
- web_server.rs
- cosine_similarity_benchmark.rs
- dot_product_benchmark.rs
- lookup_table_benchmark.rs
- lru_cache_benchmark.rs
- sparse_ann_query_benchmark.rs
- write_benchmark.rs
- write_concurrent_benchmark.rs
- remote_cache_dense.py
- vllm_embeddings.py
- .env.example
- .python-version
- load-test.py
- pyproject.toml
- rps-test.py
- test-dataset-streaming.py
- test-dataset.py
- test-grpc.py
- test-key-value-store-simple.py
- test-key-value-store.py
- test-performance.py
- test-query.py
- test-sparse-vector.py
- test-tf-idf-bm25.py
- test-tf-idf-ndcg.py
- test-usv.py
- test.py
- test_hybrid.py
- test_metadata_filters.py
- test_multiple_datasets.py
- utils.py
- uv.lock
- .dockerignore
- .gitattributes
- .gitignore
- .typos.toml
- build.rs
- Cargo.lock
- Cargo.toml
- CLA.md
- config.toml
- CONTRIBUTING.md
- Dockerfile
- google40a566553f2a3151.html
- LICENSE
- README.docker.md
- README.md
- rust-toolchain.toml
- rustfmt.toml
# Installation Guide
1. Get the code
git clone https://github.com/cosdata/cosdata
Downloads the entire project code from GitHub to your computer.
cd cosdata
Moves into the project folder you just downloaded.
2. Official Install Script
Easy RecommendedPrerequisites
- Python 3 Python is required to use pip.
curl -sL https://cosdata.io/install.sh | bash
Downloads and runs the official install script in one line โ this handles the full setup automatically.
pip install cosdata-sdk
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 --version
Type this command into your terminal and run it.
docker pull cosdataio/cosdata:latest
Type this command into your terminal and run it.
docker run -it \
Runs the built image as an actual container.
docker run -it --rm \
Runs the built image as an actual container.
Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.
Pulled directly from this repo's README.
4. Rust
MediumPrerequisites
- Git Needed to download the project code from GitHub.
- Rust (rustup) Installing via rustup also installs cargo.
> clang lld rustc cargo
Type this command into your terminal and run it.
cargo build --release
Compiles the Rust project.
If cargo build finishes without errors, it worked. The executable is created under target/.
Pulled directly from this repo's README.
// repository documentation
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