Ollama Local Model Observability & Tracing
Trace local Llama 3.3, Qwen 2.5, DeepSeek, and Mistral models running on local hardware or private VPCs. Monitor inference latency, token counts, and tool execution without provider API charges.
Full Visibility for On-Premise & Local AI
Run local models for privacy, development, or lower API spend while maintaining full production-grade observability:
OpenAI SDK Compatibility
Use the standard OpenAI SDK configured with your local Ollama port (e.g. http://localhost:11434/v1) and wrap it with the Observyze SDK.
Proxy Interception
Route Ollama requests through Observyze Proxy Gateway configured with private VPC endpoints to enforce policy guardrails and execution limits.
Instrument Local Ollama in TypeScript
Point the OpenAI client to your local Ollama port and wrap it with Observyze:
import OpenAI from "openai";
import { ObservyzeClient } from "@observyze/sdk";
const observyze = new ObservyzeClient({
apiKey: process.env.OBSERVYZE_API_KEY!,
projectId: process.env.OBSERVYZE_PROJECT_ID!,
});
// Configure OpenAI SDK to talk to local Ollama instance
const ollamaClient = new OpenAI({
baseURL: "http://localhost:11434/v1",
apiKey: "sk-ollama-local",
});
// Wrap for automatic telemetry
const openai = observyze.wrapOpenAI(ollamaClient);
const response = await openai.chat.completions.create({
model: "llama3.3",
messages: [{ role: "user", content: "Summarize local telemetry" }],
});Frequently Asked Questions
Technical details, integration patterns, and operational controls.
Because Ollama provides an OpenAI-compatible /v1 endpoint, you can initialize the OpenAI SDK pointed to http://localhost:11434/v1 and wrap it with observyze.wrapOpenAI(client). Telemetry is captured and sent asynchronously to your Observyze workspace.
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Want to test without installing anything?
Explore 6 pre-configured production scenarios in our interactive Demo Mode.