Can you review the latest LangChain agent execution frameworks and recommend which one handles recursive tool calling with minimal token overhead for our financial analytics platform?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you review the latest LangChain agent execution frameworks and recommend which one handles recursive tool calling with minimal token overhead for our financial analytics platform?
3 real searches · 1 real-search pass
LangChain agent frameworks LangGraph Deep Agents create_agent 2026 recursive tool calling token overhead comparisonGoogle ↗
OBSERVED
LangGraph docs workflows agents persistence subgraphs tool calling Command Send execution runtime 2026Google ↗
OBSERVED
LangChain Deep Agents documentation architecture token usage middleware tool execution 2026Google ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
LangChain agent frameworks LangGraph Deep Agents create_agent 2026 recursive tool calling token overhead comparison Google ↗
LangGraph docs workflows agents persistence subgraphs tool calling Command Send execution runtime 2026 Google ↗
LangChain Deep Agents documentation architecture token usage middleware tool execution 2026 Google ↗
- docs/src/oss/langgraph/overview.mdx at main · langchain-ai/docs · github.com
- langgraph · langchain-ai.github.io
- docs/src/oss/langgraph/workflows-agents.mdx at main · langchain-ai/docs · github.com
- Deep Agents vs LangChain vs LangGraph · langchain.com
- On Agent Frameworks and Agent Observability · langchain.com
- Interpreters in Deep Agents: Code Between Tool Calls and Sandboxes · langchain.com
- Progressive Tool Disclosure with Deep Agents · kb.langchain.com
- Deep Agents: Open Source Agent Harness · langchain.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LangChain agent frameworks LangGraph Deep Agents create_agent 2026 recursive tool calling token overhead comparison OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
LangGraph docs workflows agents persistence subgraphs tool calling Command Send execution runtime 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
LangChain Deep Agents documentation architecture token usage middleware tool execution 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |