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**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 |
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brand | ||
agent_types.png | ||
agent.png | ||
agents_use_case_1.png | ||
agents_use_case_trace_1.png | ||
agents_use_case_trace_2.png | ||
agents_vs_chains.png | ||
api_chain_response.png | ||
api_chain.png | ||
api_function_call.png | ||
api_use_case.png | ||
ApifyActors.png | ||
apple-touch-icon.png | ||
chat_use_case_2.png | ||
chat_use_case.png | ||
code_retrieval.png | ||
code_understanding.png | ||
colbert.png | ||
contextual_compression.jpg | ||
conversation_patterns.png | ||
conversational_retrieval_chain.png | ||
cpal_diagram.png | ||
create_sql_query_chain.png | ||
data_connection.jpg | ||
ecosystem_packages.png | ||
embeddings_concept.png | ||
embeddings.png | ||
extraction_trace_few_shot.png | ||
extraction_trace_function.png | ||
extraction_trace_parsing.png | ||
extraction_trace_tool.png | ||
extraction.png | ||
favicon-16x16.png | ||
favicon-32x32.png | ||
favicon.ico | ||
graph_chain.webp | ||
graph_construction1.png | ||
graph_construction2.png | ||
graph_construction3.png | ||
graph_construction4.png | ||
graph_semantic.png | ||
graph_usecase.png | ||
HeliconeDashboard.png | ||
HeliconeKeys.png | ||
langchain_stack.png | ||
langgraph_rag.png | ||
langgraph_text2cypher.webp | ||
langsmith_evaluate.png | ||
llama_t_put.png | ||
llama-memory-weights.png | ||
map_reduce.jpg | ||
map_rerank.jpg | ||
memgraph_kg_2.png | ||
memgraph_kg_3.png | ||
memgraph_kg_4.png | ||
memgraph_kg.png | ||
memory_diagram.png | ||
MetalDash.png | ||
model_io.jpg | ||
multi_vector.png | ||
oai_function_agent.png | ||
ollama_example_img.jpg | ||
OSS_LLM_overview.png | ||
parrot-chainlink-icon.png | ||
parrot-icon.png | ||
portkey-dashboard.gif | ||
portkey-tracing.png | ||
qa_data_load.png | ||
qa_intro.png | ||
qa_privacy_protection.png | ||
query_analysis.png | ||
rag_concepts.png | ||
rag_indexing.png | ||
rag_landscape.png | ||
rag_retrieval_generation.png | ||
ReAct.png | ||
refine.jpg | ||
RemembrallDashboard.png | ||
retrieval_concept.png | ||
retrieval_high_level.png | ||
retriever_concept.png | ||
retriever_full_docs.png | ||
review_process_status.png | ||
run_details.png | ||
self_querying.jpg | ||
sql_usecase.png | ||
SQLDatabaseToolkit.png | ||
sqldbchain_trace.png | ||
structured_output.png | ||
stuff.jpg | ||
summarization_use_case_1.png | ||
summarization_use_case_2.png | ||
summarization_use_case_3.png | ||
summary_chains.png | ||
tagging_trace.png | ||
tagging.png | ||
text_splitters.png | ||
tokenization.png | ||
tool_agent.svg | ||
tool_call_example.png | ||
tool_call.png | ||
tool_calling_agent.png | ||
tool_calling_components.png | ||
tool_calling_concept.png | ||
tool_calling_flow.png | ||
tool_chain.svg | ||
tool_invocation.png | ||
tool_results.png | ||
vector_stores.jpg | ||
vectorstores.png | ||
web_research.png | ||
web_scraping.png | ||
with_structured_output.png | ||
wsj_page.png |