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LangChain Forum - Topics tagged python-help
Null-drift: A bare-metal O(1) Memory Store for continuous LangGraph agents
Clarification needed: Assistant config vs context and graph initialization
Proposal: a small local helper for readable run traces via PR
Proxy Authentication Required 407
What is the right way to dynamically create and run a graph?
Re-Implement claude code's dynamic workflow using langchian & deepagents
How to define a correct state for multi-agent system
Response Format Groq Model Pydantic
I hope to get some recommendations for practical skills
Interrupt does not work correctly in LangGraph
The Qwen3.6b model in fireworks through initchatmodel reporting hugely inflated tokens
For parallel execution in Node, should i use the functional API?
Potential Enhancement: Django-Managed PostgresSaver
Pre-interrupt() code re-runs on resume — anti-pattern, or is there a sanctioned way to detect resume?
Interrupt parallel branch execution
Best practices for self-hosting LangGraph Server OSS without LangGraph keys
Dynamically Enabling/Disabling Graphs in a LangGraph Server at Runtime
LangGraph thread copy can take 12+ minutes: recommended production pattern?
Will DeltaChannel be the default for AgentState.messages, or expected to stay opt-in?
Proposal: additional docs for implementing custom DB checkpointers or a guide on generic base checkpointer
Prompt_cache_retention: '24h' supported in langchain agents and where to provide it, inside invoke or while creating client?
Could RAG pipelines realistically cause deployment timeouts, is Render suitable for first-time RAG deployments?
How do I use langchain_postgres' init_vectorstore_table correctly?
Proposal: Graph-wide default error handler for StateGraph (fallback for nodes without error_handler)
Support timedelta for CachePolicy.ttl, consistent with TimeoutPolicy
Anyone confirms this issue that deepagent ui streaming is disturb by update in deepagent or bug issue
Best Stack for Building AI Applications
Seeking help regarding the connection between Websocket and tool calls
Tool invocation error with empty error message when using `InjectedState` + `Command` return in async tool
How to use @langchain/react
Built llmsessioncontract on AgentMiddleware: runtime enforcement of tool-call protocols — feedback wanted
Improving citation accuracy and reducing hallucinations in custom Parent-Child RAG pipeline (Gemma3:4B + FAISS+BM25 + Cross-encoder reranker)
Built a live autonomous AI agent network using LangGraph-style economics — looking for feedback
How to use tool calling using ChatLlamaCpp and Gemma 4 E4B with create_agent?
The Docs says open router can be used with init_chat_model but throws an error
Interested to contribute to langgraph postgre checkpointer for multiple adapter support
SSL certificate error from httpx with LangGraph server
[Feature Request] Wire allowed_msgpack_modules in langgraph.json
Serving an agent with the LangGraph CLI dev command
Proposal: implement delete_for_runs for SQLite checkpoint savers
WikipediaLoader endup in JSONDecodeError
Human-in-the-loop approval dashboard for LangGraph agents — open source, free to deploy
Should interrupt() be split into two primitives — one for human input, one for s2s data fetching?
Feature Request: Driver abstraction for checkpoint-postgres: to build support for asyncpg and other adapters .Interested to contribute to langgraph (python)
Feature Request: @task metadata
How should I provide an agent to a LangGraph server?
Parallel astream() on the same compiled graph leaks messages between streams
Where should I define the name and description for subagents?
Add Qdrant-backed checkpoint saver and memory store (langgraph-checkpoint-qdrant)
The output content has been corrupted
Feature Request: Simple cryptographic provenance for who authorized what in LangGraph multi-agent graphs
LangGraph + PostgreSQL: Chat history and summarization best practice
Using SQLRecordManager
multi-agent systems debugging agent-to-agent
Proposal: Add save_local and load_local to USearch VectorStore (Feature Parity with FAISS)
Tiny LangGraph -> Assay evidence sample from tasks v2
Help with local RAG pipeline – poor retrieval quality, wrong page numbers
LOGIC.md — declarative reasoning contracts that compile to LangGraph StateGraph
Distinguishing internal vs final streamed chunks in Supervisor multi-agent architecture
Are people hitting race conditions in multi-agent LangChain setups?
How do ContextEditingMiddleware and SummarizationMiddleware interact when used together?Combining ContextEditingMiddleware + SummarizationMiddleware — execution order and behavior when both trigger?
How to register type in langgraph
Are there any frontends for interacting with a LangGraph agent?
Langchain.schema is not available while using in python code
In-place model update on a compiled create_agent and per-subagent model update for deep agents - is this possible?
Feature Request: Native Support for A2A Protocol (Remote Agents as Sub-Graphs)
Feature Request: Image Input support for ChatMistralAI
Multiple response formats when creating agents?
Unable to parse docstring from OpenAI schema
Hosting an agent server on Heroku
No cost displayed in LangSmith when using LiteLLM + LangGraph
How should I deploy a self-hosted multi-agent system?
New integration: langchain-w2a — LangChain tools for W2A-enabled websites
LiteLLM Router in LangChain: Missing Model Name and Cost in LangSmith Traces
Bogus warning messages after upgrading dependencies which could have security impact if not addressed
`anyio.CancelScope(shield=True)` not working inside langgraph node
Handling Non-PDF File Attachments in LangChain HumanMessage
How are teams handling evals when agent pipelines span multiple LangSmith projects?
Feature request: Configurable PostgreSQL schema for langgraph-checkpoint-postgres (parity with LangGraphJS)
Using the useStream frontend API with custom FastAPI backend
Qwen 3.5 tool calling
How to propagate cancellation across multi-level LangGraph agents
When to use config['configurable'] vs. context in graph nodes?
[DashScope] reasoning parameter on ChatOpenAI breaks subagent tool calling — use separate models as workaround
Structured data fields (1000+): Dedicated LLM channel vs vectorized field names?
PollerCompletionQueue._handle_events BlockingIOError spam in LangGraph Cloud logs
Parallel Nodes: how to manage failures or exceptions
With too many fields, how should deepagents handle this properly?
[LangSmith Studio Issue] when resuming from an interrupt inside a subgraph. it doesn't properly resume, instead restarts
Guarding tool calls against prompt injection / exfiltration
Feature Discussion: Opt-In Recursive Long-Context Executor for LangGraph
Persisting HITL payloads
Multi-Agent Architecture
Are dynamic tool lists allowed when using create_agent?
Langgraph RemoteGraph
How to make an image tool?
Tool.func typing
2026-03-25
·
via
LangChain Forum - Topics tagged python-help
Following up this thread where I got some answers about unit testing tools, I’ve noticed that when using the `.func()` m
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