diff --git a/geo-tagger/v1/astroTagger/find-astro.py b/geo-tagger/v1/astroTagger/find-astro.py
new file mode 100644
index 0000000..539ecc7
--- /dev/null
+++ b/geo-tagger/v1/astroTagger/find-astro.py
@@ -0,0 +1,97 @@
+# -*- coding: utf-8 -*-
+
+import sys
+import json
+from flair.models import SequenceTagger
+from flair.data import Sentence
+from unidecode import unidecode  
+import logging
+
+logging.getLogger('flair').handlers[0].stream = sys.stderr
+
+def data_normalization(sentence):
+    cpy_sentence = sentence.lower()
+    return cpy_sentence
+tagger = SequenceTagger.load("model.pt")
+
+for line in sys.stdin:
+    data = json.loads(line)
+    text=data['value']
+    PL = []
+    TNQ = []
+    SNAT = []
+    OA = []
+    SSO = []
+    EB = []
+    ET = []
+    NRA = []
+    CST = []
+    GAL = []
+    AST = []
+    ST = []
+    AS = []
+    SN = []
+    XPL = []
+    SR = []
+    sent = data_normalization(text)
+    sentS = sent.split(".")
+    sentences = [Sentence(sentS[i]+".") for i in range(len(sentS))]
+    tagger.predict(sentences)
+    for sentence in sentences:            
+        for entity in sentence.get_spans('ner'):
+            if (entity.labels[0].value == "PL"): 
+                if entity.text not in PL:
+                    PL.append(entity.text)
+            if (entity.labels[0].value == "TNQ"):
+                if entity.text not in TNQ:
+                    TNQ.append(entity.text)
+            if (entity.labels[0].value == "SNAT"):
+                if entity.text not in SNAT:
+                    SNAT.append(entity.text)
+            if (entity.labels[0].value == "OA"):
+                if entity.text not in OA:
+                    OA.append(entity.text)
+            if (entity.labels[0].value == "SSO"):
+                if entity.text not in SSO:
+                    SSO.append(entity.text)
+            if (entity.labels[0].value == "EB"):
+                if entity.text not in EB:
+                    EB.append(entity.text)
+            if (entity.labels[0].value == "ET"):
+                if entity.text not in ET:
+                    ET.append(entity.text)
+            if (entity.labels[0].value == "NRA"):
+                if entity.text not in NRA:
+                    NRA.append(entity.text)
+            if (entity.labels[0].value == "CST"):
+                if entity.text not in CST:
+                    CST.append(entity.text)
+            if (entity.labels[0].value == "GAL"):
+                if entity.text not in GAL:
+                    GAL.append(entity.text)
+            if (entity.labels[0].value == "AST"):
+                if entity.text not in AST:
+                    AST.append(entity.text)
+            if (entity.labels[0].value == "ST"):
+                if entity.text not in ST:
+                    ST.append(entity.text)
+            if (entity.labels[0].value == "AS"):
+                if entity.text not in AS:
+                    AS.append(entity.text)
+            if (entity.labels[0].value == "SN"):
+                if entity.text not in SN:
+                    SN.append(entity.text)
+            if (entity.labels[0].value == "XPL"):
+                if entity.text not in XPL:
+                    XPL.append(entity.text)
+            if (entity.labels[0].value == "SR"):
+                if entity.text not in SR:
+                    SR.append(entity.text)
+                    
+
+    
+    returnDic = {unidecode('Planète'):PL,unidecode('Trou noirs, quasars et apparentés'):TNQ,'Satellite naturel':SNAT,'Objets artificiels':OA,unidecode('Système solaire') :SSO,unidecode('Étoiles binaires (et pulsars)'):EB,unidecode('Étoiles'):ET,unidecode('Nébuleuse et région apparentés'):NRA,'Constellations':CST,'Galaxies et amas de galaxie':GAL,unidecode('Astèroïdes'):AST,unidecode('Satue hypotétique'):ST,'amas stellaires':AS,'supernovas':SN,unidecode('exoplanètes'):XPL,'sursaut radio, source radio, autres sursauts':SR}
+    # ajouter unidecode
+    data['value'] = returnDic
+    sys.stdout.write(json.dumps(data))
+    sys.stdout.write('\n')                        
\ No newline at end of file