Connect Your App to LLUMO AI in Minutes

!pip install langchain_community
!pip install langchain-openai

from langchain_openai import ChatOpenAI
from langchain.agents import initialize_agent, Tool, AgentType
from llumo import LlumoLogger

logger = LlumoLogger(apiKey=llumoKey, playground="playground-agent-logs")

sessionContext = LlumoSessionContext(logger=logger)
sessionContext.start()

sessionContext.startLlumoRun(runName="QUERY_EXECUTION")
callbackHandler = LlumoCallbackHandler(session=sessionContext)

try:
    # Execute query
    result = agent.run(q, callbacks=[callbackHandler])
except Exception as e:
    print(f"❌ Error: {str(e)}")

# End Run
sessionContext.endLlumoRun()

# End Session
sessionContext.end()

from llumo.openai import OpenAI
from llumo.llumoLogger import LlumoLogger
from llumo.llumoSessionContext import LlumoSessionContext

logger = LlumoLogger(apiKey=llumoKey, playground="playground-openai-raw")

# Initialize and start the Llumo Session
session = LlumoSessionContext(logger = logger)

client = OpenAI(
    api_key="openaiKey",
    session=session,
)

# Start Session
session.start()
session.startLlumoRun(runName="QUERY_EXECUTION")

messages = [{"role": "user", "content": query}]

# Output Generation
response = client.chat.completions.create(
    model="gpt-3.5-turbo",
    messages=messages,
    createExperiment=True,
)

aiOutput = response.choices[0].message.content
results.append({"query": query, "output": aiOutput})

# End Run
session.endLlumoRun()

# End Session
session.end()

from llumo import LlumoLogger, LlumoSessionContext

# Initialize logger
logger = LlumoLogger(
    apiKey=llumoKey,
    playground="playground-batch-eval"
)

# Initialize Llumo session
session = LlumoSessionContext(logger=logger)

# Run multiple evaluations
resData = session.evaluateMultiple(
    data,
    evals=[
        "Response Correctness",
        "Hallucination",
        "Response Completeness",
        "Input Bias",
    ],
    createExperiment=True,  # Creates a named experiment in your dashboard
)

# Print results
print(resData)