langchain/docs/static/img
Katarina Supe aba2711e7f
community: update Memgraph integration (#27017)
**Description:**
- **Memgraph** no longer relies on `Neo4jGraphStore` but **implements
`GraphStore`**, just like other graph databases.
- **Memgraph** no longer relies on `GraphQAChain`, but implements
`MemgraphQAChain`, just like other graph databases.
- The refresh schema procedure has been updated to try using `SHOW
SCHEMA INFO`. The fallback uses Cypher queries (a combination of schema
and Cypher) → **LangChain integration no longer relies on MAGE
library**.
- The **schema structure** has been reformatted. Regardless of the
procedures used to get schema, schema structure is the same.
- The `add_graph_documents()` method has been implemented. It transforms
`GraphDocument` into Cypher queries and creates a graph in Memgraph. It
implements the ability to use `baseEntityLabel` to improve speed
(`baseEntityLabel` has an index on the `id` property). It also
implements the ability to include sources by creating a `MENTIONS`
relationship to the source document.
- Jupyter Notebook for Memgraph has been updated.
- **Issue:** /
- **Dependencies:** /
- **Twitter handle:** supe_katarina (DX Engineer @ Memgraph)

Closes #25606
2024-12-10 10:57:21 -05:00
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agent_types.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
agent.png
agents_use_case_1.png
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api_use_case.png
ApifyActors.png
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chat_use_case_2.png
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code_retrieval.png docs: reorg and visual refresh (#19765) 2024-04-04 00:58:36 -07:00
code_understanding.png
colbert.png Add RAG to conceptual guide (#22790) 2024-06-17 11:20:28 -07:00
contextual_compression.jpg
conversation_patterns.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
conversational_retrieval_chain.png docs: update use_cases/question_answering/chat_history (#19349) 2024-03-28 12:51:01 -04:00
cpal_diagram.png
create_sql_query_chain.png
data_connection.jpg
ecosystem_packages.png docs[patch]: Update installation guide with diagram (#23548) 2024-06-26 15:10:22 -07:00
embeddings_concept.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
embeddings.png docs[patch]: Expand embeddings docs (#22881) 2024-06-13 23:06:07 -07:00
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extraction_trace_function.png
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graph_chain.webp docs: Add main graph documentation (#18021) 2024-03-08 20:03:03 +00:00
graph_construction1.png docs: Add graph construction docs (#18904) 2024-03-13 12:27:58 -07:00
graph_construction2.png docs: Add graph construction docs (#18904) 2024-03-13 12:27:58 -07:00
graph_construction3.png update llm graph transformer documentation (#27905) 2024-11-05 11:54:26 -05:00
graph_construction4.png update llm graph transformer documentation (#27905) 2024-11-05 11:54:26 -05:00
graph_semantic.png docs: Add main graph documentation (#18021) 2024-03-08 20:03:03 +00:00
graph_usecase.png docs: Add main graph documentation (#18021) 2024-03-08 20:03:03 +00:00
HeliconeDashboard.png
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langchain_stack.png docs[patch]: Update docs introduction and README (#23558) 2024-06-27 08:51:43 -07:00
langgraph_rag.png Add RAG to conceptual guide (#22790) 2024-06-17 11:20:28 -07:00
langgraph_text2cypher.webp Switch graphqa example in docs to langgraph (#28574) 2024-12-09 14:46:00 -05:00
langsmith_evaluate.png docs[patch]: Adds evaluation sections (#23050) 2024-06-17 17:25:04 -07:00
llama_t_put.png
llama-memory-weights.png
map_reduce.jpg
map_rerank.jpg
memgraph_kg_2.png community: update Memgraph integration (#27017) 2024-12-10 10:57:21 -05:00
memgraph_kg_3.png community: update Memgraph integration (#27017) 2024-12-10 10:57:21 -05:00
memgraph_kg_4.png community: update Memgraph integration (#27017) 2024-12-10 10:57:21 -05:00
memgraph_kg.png community: update Memgraph integration (#27017) 2024-12-10 10:57:21 -05:00
memory_diagram.png
MetalDash.png
model_io.jpg
multi_vector.png
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ollama_example_img.jpg
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portkey-dashboard.gif
portkey-tracing.png
qa_data_load.png
qa_intro.png
qa_privacy_protection.png
query_analysis.png
rag_concepts.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
rag_indexing.png
rag_landscape.png Add RAG to conceptual guide (#22790) 2024-06-17 11:20:28 -07:00
rag_retrieval_generation.png
ReAct.png
refine.jpg
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retrieval_concept.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
retrieval_high_level.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
retriever_concept.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
retriever_full_docs.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
review_process_status.png docs: pr review process (#25899) 2024-09-01 16:51:12 +00:00
run_details.png
self_querying.jpg
sql_usecase.png
SQLDatabaseToolkit.png
sqldbchain_trace.png
structured_output.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
stuff.jpg
summarization_use_case_1.png
summarization_use_case_2.png
summarization_use_case_3.png
summary_chains.png
tagging_trace.png docs: reorg and visual refresh (#19765) 2024-04-04 00:58:36 -07:00
tagging.png
text_splitters.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
tokenization.png docs[patch]: Adds streaming conceptual doc (#22760) 2024-06-11 11:03:52 -07:00
tool_agent.svg
tool_call_example.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
tool_call.png docs[patch]: Simplify tool calling guide, improve tool calling conceptual guide (#24637) 2024-07-25 14:39:14 -07:00
tool_calling_agent.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
tool_calling_components.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
tool_calling_concept.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
tool_calling_flow.png docs[patch]: Simplify tool calling guide, improve tool calling conceptual guide (#24637) 2024-07-25 14:39:14 -07:00
tool_chain.svg
tool_invocation.png docs[patch]: Simplify tool calling guide, improve tool calling conceptual guide (#24637) 2024-07-25 14:39:14 -07:00
tool_results.png docs[patch]: Simplify tool calling guide, improve tool calling conceptual guide (#24637) 2024-07-25 14:39:14 -07:00
vector_stores.jpg
vectorstores.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
web_research.png
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with_structured_output.png Docs: Re-organize conceptual docs (#27047) 2024-10-22 22:08:20 -04:00
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