From b88fcef57aea70e8f3e16dd7a0151ecf889dcf42 Mon Sep 17 00:00:00 2001
From: Ishaan Jaffer <ishaanjaffer0324@gmail.com>
Date: Tue, 16 Jun 2026 20:47:26 -0700
Subject: [PATCH] Add MistralOcrConfig transform in Rust

---
 .../src/llms/mistral/ocr/transformation.rs    | 159 ++++++++++++++++++
 1 file changed, 159 insertions(+)
 create mode 100644 litellm-rust/src/llms/mistral/ocr/transformation.rs

diff --git a/litellm-rust/src/llms/mistral/ocr/transformation.rs b/litellm-rust/src/llms/mistral/ocr/transformation.rs
new file mode 100644
index 00000000000..f84b4287fa6
--- /dev/null
+++ b/litellm-rust/src/llms/mistral/ocr/transformation.rs
@@ -0,0 +1,159 @@
+//! Mistral OCR transformation. Mirrors `mistral_ocr_transformation.py`. Pure: no I/O.
+
+use serde_json::{Map, Value};
+
+use crate::llms::base_llm::ocr::transformation::{
+    BaseOcrConfig, DocumentType, Headers, OcrResponse,
+};
+
+/// Default Mistral API base.
+pub const MISTRAL_DEFAULT_API_BASE: &str = "https://api.mistral.ai/v1";
+
+/// Env var holding the Mistral API key.
+pub const MISTRAL_API_KEY_ENV: &str = "MISTRAL_API_KEY";
+
+/// Error message raised when no Mistral API key is available.
+pub const MISSING_KEY_MESSAGE: &str = "Missing Mistral API Key - A call is being made to Mistral but no key is set either in the environment variables or via params";
+
+/// Mistral OCR transformation configuration.
+///
+/// Reference: <https://docs.mistral.ai/api/#tag/ocr>
+#[derive(Debug, Default, Clone)]
+pub struct MistralOcrConfig;
+
+impl MistralOcrConfig {
+    pub fn new() -> Self {
+        Self
+    }
+}
+
+impl BaseOcrConfig for MistralOcrConfig {
+    fn get_supported_ocr_params(&self, _model: &str) -> Vec<String> {
+        [
+            "pages",
+            "include_image_base64",
+            "image_limit",
+            "image_min_size",
+            "bbox_annotation_format",
+            "document_annotation_format",
+            "document_annotation_prompt",
+            "extract_header",
+            "extract_footer",
+            "table_format",
+            "confidence_scores_granularity",
+            "id",
+        ]
+        .iter()
+        .map(|s| s.to_string())
+        .collect()
+    }
+
+    fn validate_environment(
+        &self,
+        _model: &str,
+        api_key: Option<&str>,
+        env_lookup: &dyn Fn(&str) -> Option<String>,
+    ) -> Result<Headers, String> {
+        // Get API key from environment if not provided.
+        let resolved = match api_key {
+            Some(k) => Some(k.to_string()),
+            None => env_lookup(MISTRAL_API_KEY_ENV),
+        };
+
+        let resolved = resolved.ok_or_else(|| MISSING_KEY_MESSAGE.to_string())?;
+
+        Ok(vec![(
+            "Authorization".to_string(),
+            format!("Bearer {resolved}"),
+        )])
+    }
+
+    fn get_complete_url(&self, api_base: Option<&str>, _model: &str) -> String {
+        let base = api_base.unwrap_or(MISTRAL_DEFAULT_API_BASE);
+
+        // Ensure no trailing slash.
+        let base = base.trim_end_matches('/');
+
+        // Remove /v1 if it's already in the base to avoid duplication.
+        if base.ends_with("/v1") {
+            format!("{base}/ocr")
+        } else {
+            format!("{base}/v1/ocr")
+        }
+    }
+
+    fn transform_ocr_request(
+        &self,
+        model: &str,
+        document: &DocumentType,
+        optional_params: &Map<String, Value>,
+    ) -> Result<Value, String> {
+        // Document must be a dict (Mistral-format), passed through as-is.
+        if !document.is_object() {
+            return Err(format!(
+                "Expected document dict, got {}",
+                json_type_name(document)
+            ));
+        }
+
+        let mut data = Map::new();
+        data.insert("model".to_string(), Value::String(model.to_string()));
+        data.insert("document".to_string(), document.clone());
+
+        // Add all (already-filtered) optional parameters.
+        for (k, v) in optional_params {
+            data.insert(k.clone(), v.clone());
+        }
+
+        Ok(Value::Object(data))
+    }
+
+    fn transform_ocr_response(
+        &self,
+        model: &str,
+        response_json: &Value,
+    ) -> Result<OcrResponse, String> {
+        let pages_value = response_json
+            .get("pages")
+            .cloned()
+            .unwrap_or_else(|| Value::Array(vec![]));
+        let pages = serde_json::from_value(pages_value)
+            .map_err(|e| format!("Error parsing Mistral OCR pages: {e}"))?;
+
+        let resolved_model = response_json
+            .get("model")
+            .and_then(|m| m.as_str())
+            .unwrap_or(model)
+            .to_string();
+
+        let document_annotation = response_json.get("document_annotation").cloned();
+
+        let usage_info = match response_json.get("usage_info") {
+            Some(Value::Null) | None => None,
+            Some(v) => Some(
+                serde_json::from_value(v.clone())
+                    .map_err(|e| format!("Error parsing Mistral OCR usage_info: {e}"))?,
+            ),
+        };
+
+        Ok(OcrResponse {
+            pages,
+            model: resolved_model,
+            document_annotation,
+            usage_info,
+            object: "ocr".to_string(),
+        })
+    }
+}
+
+/// Human-readable JSON type name, matching Python's `type(...)`-style error text.
+fn json_type_name(v: &Value) -> &'static str {
+    match v {
+        Value::Null => "null",
+        Value::Bool(_) => "bool",
+        Value::Number(_) => "number",
+        Value::String(_) => "str",
+        Value::Array(_) => "list",
+        Value::Object(_) => "dict",
+    }
+}