Real ChatGPT answer · index seedfvwYXJVZbuscompleteB2B software · AI and automation toolslocal

Show me the cheapest way to set up LangChain agents for a local Raleigh real estate agency while keeping our monthly API and software costs extremely low.

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Show me the cheapest way to set up LangChain agents for a local Raleigh real estate agency while keeping our monthly API and software costs extremely low.
4 real searches · 1 real-search pass
LangChain pricing open source LangGraph self hosted docs 2026Google ↗
OBSERVEDComparison
Ollama official pricing local models API cloud pricingGoogle ↗
OBSERVEDOther / navigational
OpenAI API pricing official GPT-4.1 mini 2026Google ↗
OBSERVEDComparison
Supabase pricing free plan official 2026Google ↗
OBSERVEDOther / navigational

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.

ChatGPT real searches (4)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
LangChain pricing open source LangGraph self hosted docs 2026 Google ↗
Ollama official pricing local models API cloud pricing Google ↗
OpenAI API pricing official GPT-4.1 mini 2026 Google ↗
Supabase pricing free plan official 2026 Google ↗
  1. LangChain · langchain.com
  2. LangGraph · langchain.com
  3. Ollama · ollama.com
  4. PostgreSQL · postgresql.org
  5. Streamlit · streamlit.io
  6. n8n · n8n.io
  7. GitHub · github.com
  8. ollama/docs/api/introduction.mdx at main · ollama/ollama · github.com
  9. Ollama Pricing · ollama.com
  10. LangSmith Plans and Pricing · langchain.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LangChain pricing open source LangGraph self hosted docs 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Ollama official pricing local models API cloud pricing
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenAI API pricing official GPT-4.1 mini 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Supabase pricing free plan official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1