Integrations matrix
apogee-ai-rag can be wired to 60+ external tools. Mix and match.
Vector databases
| Backend |
Module |
Extra |
| In-memory |
InMemoryVectorStore |
— |
| pgvector |
PgVectorStore |
[pgvector] |
| Qdrant |
QdrantVectorStore |
[qdrant] |
| Weaviate |
WeaviateVectorStore |
[weaviate] |
| Pinecone |
PineconeVectorStore |
[pinecone] |
| Milvus |
MilvusVectorStore |
[milvus] |
| FAISS |
FaissVectorStore |
[faiss] |
| Chroma |
ChromaVectorStore |
[chroma] |
| Elasticsearch |
ElasticsearchVectorStore |
[elasticsearch] |
Embedders
| Provider |
Module |
| Hashing (offline) |
HashingEmbedder |
| OpenAI |
OpenAIEmbedder |
| HuggingFace |
HuggingFaceEmbedder |
| Cohere |
CohereEmbedder |
| Bedrock |
BedrockEmbedder |
Rerankers
| Reranker |
Module |
| BGE |
BgeReranker |
| Cohere |
CohereReranker |
| Cross-Encoder |
CrossEncoderReranker |
Chunkers and parsers
| Tool |
Module |
| Recursive text |
RecursiveTextChunker |
| Markdown-aware |
MarkdownChunker |
| Code-aware |
CodeChunker |
| PDF parser |
PdfParser |
| HTML parser |
HtmlParser |
Bridges
| Framework |
Module |
| LangChain |
LangChainBridge |
| LlamaIndex |
LlamaIndexBridge |
Evaluators and observability
| Tool |
Module |
| Ragas |
RagasEvaluator |
| TruLens |
TrulensEvaluator |
| Langfuse |
LangfuseTracer |
| Phoenix |
PhoenixTracer |