LangChain integrations for Exabase memory
Project description
Exabase M-1 Memory Provider for LangChain
Exabase M-1 memory-provider integration for LangChain.
About
Exabase Memory (M-1) is a self-organising memory engine for AI agents. It stores facts, preferences, and events, builds a living knowledge graph, resolves contradictions, and evolves with every interaction.
M-1 is SOTA on the leading AI memory benchmark (LongMemEval), with the highest recorded QA score, and using a small model. Read the research paper here.
| System | Model | Score |
|---|---|---|
| M-1 (Exabase) | Gemini 3 Flash | 96.4% |
| Mem0 | Gemini 3 Pro | 94.8% |
| Honcho | Gemini 3 Pro | 92.6% |
| HydraDB | Gemini 3 Pro | 90.79% |
| Supermemory | Gemini 3 Pro | 85.2% |
Exabase Memory powers memory in production apps like Fabric, used by 300,000+ people.
What this integration provides
ExabaseToolkit: tools for searching, adding, updating, and removing Exabase memoriesExabaseStore: a lightweight LangGraph/LangMem-compatible store adapterExabaseRetriever: LangChain retriever backed by Exabase memory searchexabase_memory_middleware: dynamic prompt middleware that injects relevant memories into conversations
Install
uv sync
For the package specifically:
uv run --package exabase-langchain python packages/langchain/examples/tools.py
Examples
See the examples/ folder for minimal scripts demonstrating each feature.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file exabase_langchain-0.1.1.tar.gz.
File metadata
- Download URL: exabase_langchain-0.1.1.tar.gz
- Upload date:
- Size: 6.7 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
fac41b43ca0047e75903565071e880bc4cc9824c7881b27cb032006899afcae7
|
|
| MD5 |
d96f0b9f69fcedac9f3e5fcdb8cec0f9
|
|
| BLAKE2b-256 |
9cfa097d7e102981582e6cc2f913bc302cac1ffcd5ff9e747a3bacf89a1a9b21
|
File details
Details for the file exabase_langchain-0.1.1-py3-none-any.whl.
File metadata
- Download URL: exabase_langchain-0.1.1-py3-none-any.whl
- Upload date:
- Size: 8.3 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: uv/0.9.26 {"installer":{"name":"uv","version":"0.9.26","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"macOS","version":null,"id":null,"libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":null}
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
ea839ba61c54d423d44000c05d0cc547e4bb51cadf9b10b212294a4e50ffb33a
|
|
| MD5 |
ee337b8d36a2cc57b860df1989a34c98
|
|
| BLAKE2b-256 |
c852855b70a950836afd56b7493226902659b991542f11a0044ac1cb67d701a9
|
