Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-rag
A repository of awesome open source projects to set up your own AI powered knowledge base
https://github.com/jasonwcfan/awesome-rag
Last synced: 1 day ago
JSON representation
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Storage
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Vector Databases
- Chroma - native open-source embedding database. ![GitHub Repo stars](https://img.shields.io/github/stars/chroma-core/chroma?style=social)
- Qdrant
- Weaviate - tolerance and scalability of a cloud-native database, all accessible through GraphQL, REST, and various language clients. ![GitHub Repo stars](https://img.shields.io/github/stars/weaviate/weaviate?style=social)
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Document Databases
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Relational Databases
- PostgreSQL - we don't work with pull requests on github. To contribute, please see https://wiki.postgresql.org/wiki/Submitting_a_Patch ![GitHub Repo stars](https://img.shields.io/github/stars/postgres/postgres?style=social)
- Supabase
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Graph Databases
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Retrieval
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Graph Databases
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LLMs
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Graph Databases
- LlamaIndex - source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue ![GitHub Repo stars](https://img.shields.io/github/stars/nomic-ai/gpt4all?style=social)
- Llama 2
- Llama 2
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Deployment
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Graph Databases
- RAGStack - hosted retrieval augmented generation (RAG) stack built on top of open-source LLMs like Falcon, Llama and GPT4All ![GitHub Repo stars](https://img.shields.io/github/stars/psychicapi/rag-stack?style=social)
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Articles
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Data Connectors
Categories
Sub Categories
Keywords
vector-database
3
embeddings
2
similarity-search
2
approximate-nearest-neighbor-search
2
vectors
2
vector-search
2
hnsw
2
image-search
2
search-engine
2
database
2
vector-search-engine
2
mlops
2
nearest-neighbor-search
2
nosql
2
neural-search
2
recommender-system
2
generative-search
1
grpc
1
hybrid-search
1
information-retrieval
1
semantic-search
1
search-engines
1
search
1
neural-network
1
matching
1
machine-learning
1
knn-algorithm
1
embeddings-similarity
1
llms
1
llm-inference
1
rag
1
llm
1
llamaindex
1
framework
1
fine-tuning
1
data
1
application
1
agents
1
neo4j
1
graphdb
1
graph-database
1
graph
1
cypher
1
websockets
1
supabase
1
realtime
1
postgrest
1
postgresql
1
postgres
1
graphql
1