Products — Bijani

Serverless

Edge Compute

Deploy functions to 310+ locations worldwide. Cold starts under 5ms with predictive warming. Support for JavaScript, Python, Rust, Go, and WebAssembly.

JavaScriptPythonRustGoWASM

export default {
  async fetch(request) {
    return new Response("Hello from the edge");
  }
};

Performance

↗

Cold Start

<5ms with predictive warming across all regions

↗

Execution Limit

30 seconds per request, 128MB memory, streaming responses

↗

Concurrency

Unlimited concurrent invocations with automatic scaling

↗

Runtimes

JS, Python, Rust, Go, WASM with native library support

Specifications

■

Model Support

Llama 3, Mistral, Gemma, Stable Diffusion, Whisper, and custom models

■

GPU Types

A100, H100, L40S clusters with automatic failover and load distribution

■

Inference Speed

<50ms for token generation on Llama 3 8B at batch size 1

■

Fine-tuning

LoRA and full fine-tuning with automatic checkpointing and recovery

GPU

AI Inference Mesh

Run LLMs, embeddings, and vision models at the edge. Automatic model sharding across GPU clusters with sub-millisecond orchestration and real-time batching.

Llama 3MistralGemmaSDXLWhisper

// Run inference at the edge
import { Bijani } from "@bijani/sdk";

const model = await bijani.models.load("llama-3-8b");
const response = await model.generate({
  prompt: "Explain quantum computing",
  maxTokens: 256
});

Storage

Vector Storage

Distributed vector databases with automatic indexing. Query billions of embeddings in single-digit milliseconds with semantic caching and hybrid search.

CosineEuclideanDot ProductHybrid

// Semantic search at scale
const results = await bijani.vectors.search({
  index: "documents",
  query: "renewable energy policy",
  topK: 10,
  filter: { type: "research_paper" }
});

Capabilities

◆

Vector Dimensions

Support for up to 4096-dimensional embeddings with automatic quantization

◆

Query Latency

p50 <3ms, p99 <10ms across billion-scale indexes with semantic caching

◆

Index Types

HNSW, IVF, and flat indexes with automatic selection based on data distribution

◆

Hybrid Search

Combine vector similarity with keyword and metadata filtering in a single query

Additional Products

The complete platform

⌕

Global Load Balancer

Anycast-based traffic routing with real-time health checks and automatic failover across regions.

☐

Zero Trust Security

End-to-end encryption, automatic certificate management, and ML-powered threat detection.

☳

Observability

Unified logs, metrics, and traces with AI-powered anomaly detection and custom dashboards.

▤

Object Storage

S3-compatible distributed object storage with automatic replication and intelligent tiering.

⌵

Pub/Sub Messaging

At-least-once delivery with message ordering, dead letter queues, and schema validation.

⌨

SQL Database

Distributed SQL with automatic sharding, point-in-time recovery, and read replicas.

Infrastructure primitives for modern applications