diff --git a/app/MindWork AI Studio/Models/Mistral/CodestralFamily.cs b/app/MindWork AI Studio/Models/Mistral/CodestralFamily.cs
index c56f1660..90f704aa 100644
--- a/app/MindWork AI Studio/Models/Mistral/CodestralFamily.cs
+++ b/app/MindWork AI Studio/Models/Mistral/CodestralFamily.cs
@@ -1,3 +1,5 @@
+using AIStudio.Provider;
+
using static AIStudio.Provider.Capability;
namespace AIStudio.Models.Mistral;
@@ -10,6 +12,12 @@ namespace AIStudio.Models.Mistral;
/// words the Mistral block looked for, so it walked past every rule and reached the answer meant
/// for everything nobody had written one for. That answer happened to describe it correctly, which
/// is why nothing looked wrong -- and is exactly the situation this rebuild is meant to end.
+///
+/// That Mistral serves it to fill in the middle of a file rather than to talk to was the one thing
+/// the rebuild left behind: it stayed in the Mistral provider, as a name check which dropped every
+/// model whose ID begins with "code". It says something about a model, so it belongs to the model,
+/// and it is bound to the provider because it is only true there. Somebody's own server and the
+/// gateways serve the same weights to chat with, which is what the unbound rule above keeps saying.
///
public sealed class CodestralFamily : ModelFamily
{
@@ -17,11 +25,22 @@ public sealed class CodestralFamily : ModelFamily
public override ModelVendor Vendor => ModelVendor.MISTRAL_AI;
///
- public override ModelSource Source => new("https://docs.mistral.ai/getting-started/models/models_overview/", new DateOnly(2026, 9, 11), "The answer the previous rules gave it through their fallback: text in, text out, tool calling.");
+ public override ModelSource Source => new("https://docs.mistral.ai/getting-started/models/models_overview/", new DateOnly(2026, 9, 19), "The answer the previous rules gave it through their fallback: text in, text out, tool calling. What Mistral's own catalog makes of it was read from the same page, where Codestral is the model behind the FIM endpoint.");
///
- protected override void Declare(ModelFamilyBuilder builder) =>
+ protected override void Declare(ModelFamilyBuilder builder)
+ {
builder.Rule("codestral").AsSegment()
.Capabilities(TEXT_INPUT | TEXT_OUTPUT | FUNCTION_CALLING)
.Apis(CHAT_COMPLETION_API);
+
+ //
+ // Bound to Mistral, which makes it the more specific of the two and lets it win there
+ // without anybody writing an order. It continues a text instead of answering in a
+ // conversation, so it must not stand among the models somebody picks for a chat.
+ //
+ builder.Rule("codestral").AsSegment().OnlyOn(LLMProviders.MISTRAL)
+ .Inherits()
+ .Kind(ModelKind.TEXT_COMPLETION);
+ }
}
\ No newline at end of file
diff --git a/app/Tests/Models/Corpus/CapabilitySnapshot.txt b/app/Tests/Models/Corpus/CapabilitySnapshot.txt
index 0e45f251..193254b5 100644
--- a/app/Tests/Models/Corpus/CapabilitySnapshot.txt
+++ b/app/Tests/Models/Corpus/CapabilitySnapshot.txt
@@ -115,7 +115,7 @@ LITE_LLM | anthropic/claude-sonnet-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MU
LITE_LLM | azure/gpt-5.6 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT | 1050000 | (unknown) | TIKTOKEN o200k_base
LITE_LLM | bedrock/anthropic.claude-3-5-sonnet-20241022-v2:0 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT | (unknown) | (unknown) | (unknown)
LITE_LLM | the-fast-one | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT | (unknown) | (unknown) | (unknown)
-MISTRAL | codestral-2508 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT | (unknown) | (unknown) | (unknown)
+MISTRAL | codestral-2508 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | TEXT_COMPLETION | (unknown) | (unknown) | (unknown)
MISTRAL | magistral-medium-2506 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT | (unknown) | (unknown) | (unknown)
MISTRAL | ministral-14b-2512 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT | (unknown) | (unknown) | (unknown)
MISTRAL | ministral-3b-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT | (unknown) | (unknown) | (unknown)
diff --git a/app/Tests/Models/Corpus/ModelKindCorpus.cs b/app/Tests/Models/Corpus/ModelKindCorpus.cs
index 2ac22e86..2998dcd0 100644
--- a/app/Tests/Models/Corpus/ModelKindCorpus.cs
+++ b/app/Tests/Models/Corpus/ModelKindCorpus.cs
@@ -33,6 +33,11 @@ public static class ModelKindCorpus
// The one name whose only marker used to be the organization it was published under:
new(SELF_HOSTED, "sentence-transformers/all-MiniLM-L6-v2", EMBEDDING),
+
+ // Mistral's embedding checkpoint for code. It carries the name of a family which is a text
+ // completion model on this very provider, and stays an embedding model regardless: what a
+ // model is for is said by the word which says it, not by the family it was built from.
+ new(MISTRAL, "codestral-embed", EMBEDDING),
];
///
@@ -128,13 +133,18 @@ public static class ModelKindCorpus
];
///
- /// The models from before chat completions existed.
+ /// The models which continue a text instead of answering in a conversation.
///
private static readonly ModelKindExample[] TEXT_COMPLETION_ENTRIES =
[
new(HELMHOLTZ, "text-davinci-003", TEXT_COMPLETION),
new(OPEN_AI, "babbage-002", TEXT_COMPLETION),
new(OPEN_AI, "gpt-3.5-turbo-instruct", TEXT_COMPLETION),
+
+ // The one of these which is not old: Mistral serves Codestral to fill in the middle of a
+ // file. It says so only for Mistral's own catalog, which is why the open weights of the
+ // same name stay a chat model further down.
+ new(MISTRAL, "codestral-latest", TEXT_COMPLETION),
];
///
@@ -179,6 +189,11 @@ public static class ModelKindCorpus
new(SELF_HOSTED, "llama3.3:70b", CHAT),
new(OPEN_AI, "gpt-5.1", CHAT),
+ // The open weights of the model Mistral itself serves to fill in the middle of a file.
+ // Whoever runs them runs them behind a chat completion API, so here the name means
+ // something to talk to -- which is what binding that other rule to Mistral protects.
+ new(SELF_HOSTED, "codestral-22b-v0.1", CHAT),
+
//
// Three which were questioned while testing and stay all the same. Grok Build is the coding
// model behind the xAI CLI and answers like any other Grok. The Groq compound systems are