pip install praisonaiagents

from praisonaiagents import FastContext

# Create fast context instance
context = FastContext(workspace_dir="./my_project")

# Search for relevant code
result = context.search("authentication logic")
print(result.files)
print(result.snippets)

from praisonaiagents import FastContext

context = FastContext(
    workspace_dir="./project",
    max_results=10
)

from praisonaiagents import FastContextResult

result = context.search("database connection")
result.files       # Matching files
result.snippets    # Code snippets
result.relevance   # Relevance scores

from praisonaiagents import FileMatch

match.path        # File path
match.score       # Relevance score
match.lines       # Matching line ranges

from praisonaiagents import LineRange

range.start    # Start line
range.end      # End line
range.content  # Line content

from praisonaiagents import FastContext

context = FastContext(workspace_dir="./src")
result = context.search("user authentication")

for file in result.files:
    print(f"{file.path}: {file.score}")

from praisonaiagents import Agent, FastContext

context = FastContext(workspace_dir="./project")

agent = Agent(
    name="CodeAssistant",
    context=context
)

# Agent can search codebase for context